Summarization

2022-01-21 SciBERTSUM: Extractive Summarization for Scientific Documents Athar Sefid, C Lee Giles arXiv_CL arXiv_CL Embedding Bert Sparse Attention Summarization PDF
2022-01-19 CM3: A Causal Masked Multimodal Model of the Internet Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer arXiv_CL arXiv_CL Zero-Shot GAN Summarization Caption Language_Model PDF
2022-01-18 Klexikon: A German Dataset for Joint Summarization and Simplification Dennis Aumiller, Michael Gertz arXiv_CL arXiv_CL Pose Summarization PDF
2022-01-14 ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization Mengsay Loem, Sho Takase, Masahiro Kaneko, Naoaki Okazaki arXiv_CL arXiv_CL Summarization PDF
2022-01-14 Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu arXiv_CL arXiv_CL Pose Relation Summarization PDF
2022-01-10 SCROLLS: Standardized CompaRison Over Long Language Sequences Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy arXiv_AI arXiv_AI Summarization Inference PDF
2022-01-07 Video Summarization Based on Video-text Representation Li Haopeng, Ke Qiuhong, Gong Mingming, Zhang Rui arXiv_CV arXiv_CV Self-Supervised Pose Classification Relation Summarization Video_Classification PDF
2022-01-07 An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization Nikolai Vogler, Songlin Li, Yujie Xu, Yujian Mi, Taylor Berg-Kirkpatrick arXiv_CL arXiv_CL Unsupervised Summarization PDF
2022-01-06 Automatic Related Work Generation: A Meta Study Xiangci Li, Jessica Ouyang arXiv_CL arXiv_CL Review Pose Survey Attention Summarization Text_Generation Activity PDF
2022-01-05 Monitoring Energy Trends through Automatic Information Extraction Dilek Küçük arXiv_CL arXiv_CL Recognition Action Sentiment GAN Summarization PDF
2021-12-28 Cognitive Computing to Optimize IT Services Abbas Raza Ali arXiv_CL arXiv_CL Segmentation Salient Knowledge Pose Survey Action Classification Relation Sentiment GAN Summarization PDF
2021-12-27 Video Joint Modelling Based on Hierarchical Transformer for Co-summarization Li Haopeng, Ke Qiuhong, Gong Mingming, Zhang Rui arXiv_CV arXiv_CV Transformer Reconstruction Video_Caption Pose Relation Summarization PDF
2021-12-23 Measuring Attribution in Natural Language Generation Models Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter arXiv_CL arXiv_CL Summarization QA PDF
2021-12-23 TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language Quan Duong, Mika Hämäläinen, Khalid Alnajjar arXiv_CL arXiv_CL Pose Summarization PDF
2021-12-22 Adaptive Beam Search to Enhance On-device Abstractive Summarization Harichandana B S S, Sumit Kumar arXiv_CL arXiv_CL Bert Knowledge Review Pose Summarization PDF
2021-12-22 Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang arXiv_AI arXiv_AI Transformer Transfer_Learning Weakly_Supervised Pose Summarization PDF
2021-12-22 Consistency and Coherence from Points of Contextual Similarity Oleg Vasilyev, John Bohannon arXiv_CL arXiv_CL Bert Pose Relation Summarization PDF
2021-12-21 An ASP-based Approach to Answering Natural Language Questions for Texts Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta arXiv_CL arXiv_CL Knowledge Pose GAN Summarization PDF
2021-12-20 May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi, Jeong-in Hwang, Hyungjong Noh, Yeonsoo Lee arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2021-12-18 Word Graph Guided Summarization for Radiology Findings Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang arXiv_CL arXiv_CL Salient Pose Relation Summarization Medical PDF
2021-12-17 Topic-Aware Encoding for Extractive Summarization Mingyang Song, Liping Jing arXiv_CL arXiv_CL Represenation_Learning Pose Attention Summarization PDF
2021-12-16 CrossSum: Beyond English-Centric Cross-Lingual Abstractive Text Summarization for 1500+ Language Pairs Tahmid Hasan, Abhik Bhattacharjee, Wasi Uddin Ahmad, Yuan-Fang Li, Yong-Bin Kang, Rifat Shahriyar arXiv_CL arXiv_CL Knowledge Pose Summarization PDF
2021-12-16 A Proposition-Level Clustering Approach for Multi-Document Summarization Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan arXiv_CL arXiv_CL Salient Summarization PDF
2021-12-16 Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL Yuntao Li, Hanchu Zhang, Yutian Li, Sirui Wang, Wei Wu, Yan Zhang arXiv_AI arXiv_AI Pose Attention Summarization PDF
2021-12-16 CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir Radev arXiv_CL arXiv_CL Pose Summarization PDF
2021-12-16 DOCmT5: Document-Level Pretraining of Multilingual Language Models Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2021-12-16 Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization Litian Zhang, Xiaoming Zhang, Junshu Pan, Feiran Huang arXiv_AI arXiv_AI Pose Relation Summarization PDF
2021-12-16 Neural Content Extraction for Poster Generation of Scientific Papers Sheng Xu, Xiaojun Wan arXiv_CL arXiv_CL Pose Action Summarization PDF
2021-12-16 Learning Rich Representation of Keyphrases from Text Mayank Kulkarni, Debanjan Mahata, Ravneet Arora, Rajarshi Bhowmik arXiv_CL arXiv_CL Transformer Recognition Action Relation Relation_Extraction Summarization Language_Model QA PDF
2021-12-16 QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong arXiv_CL arXiv_CL Pose Quantitative Classification Summarization QA PDF
2021-12-15 DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long arXiv_AI arXiv_AI Transformer Knowledge Review Pose Summarization Text_Generation PDF
2021-12-15 LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo, Joshua Ainslie, David Uthus, Santiago Ontanon, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang arXiv_CL arXiv_CL Transformer Attention Summarization PDF
2021-12-14 Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu, Greg Durrett arXiv_CL arXiv_CL Summarization Text_Generation PDF
2021-12-14 Exploring Neural Models for Query-Focused Summarization Jesse Vig, Alexander R. Fabbri, Wojciech Kryściński arXiv_CL arXiv_CL Quantitative Summarization PDF
2021-12-14 Reinforcing Semantic-Symmetry for Document Summarization Mingyang Song, Liping Jing arXiv_CL arXiv_CL Reinforcement_Learning Represenation_Learning Salient Pose Summarization PDF
2021-12-14 Scaling Up Query-Focused Summarization to Meet Open-Domain Question Answering Weijia Zhang, Svitlana Vakulenko, Thilina Rajapakse, Evangelos Kanoulas arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2021-12-14 Reinforced Abstractive Summarization with Adaptive Length Controlling Mingyang Song, Yi Feng, Liping Jing arXiv_CL arXiv_CL Reinforcement_Learning Salient Pose Action Summarization PDF
2021-12-13 Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly, Pepa Atanasova, Isabelle Augenstein arXiv_CL arXiv_CL Unsupervised Pose Summarization PDF
2021-12-12 Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation Patrick Huber, Linzi Xing, Giuseppe Carenini arXiv_AI arXiv_AI Segmentation Pose Sentiment Summarization PDF
2021-12-10 Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization Raymond Li, Wen Xiao, Lanjun Wang, Giuseppe Carenini arXiv_AI arXiv_AI Transformer Bert Knowledge Pose Attention Summarization PDF
2021-12-10 Findings on Conversation Disentanglement Rongxin Zhu, Jey Han Lau, Jianzhong Qi arXiv_CL arXiv_CL Transformer Bert Classification Summarization PDF
2021-12-09 Spinning Language Models for Propaganda-As-A-Service Eugene Bagdasaryan, Vitaly Shmatikov arXiv_CL arXiv_CL Embedding Adversarial Pose Sentiment GAN Summarization Language_Model PDF
2021-12-08 Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Lavinia Dunagan, Jacob Morrison, Alexander R. Fabbri, Yejin Choi, Noah A. Smith arXiv_CL arXiv_CL Image_Caption Pose Relation Summarization Caption PDF
2021-12-07 A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing Yanjun Gao, Dmitriy Dligach, Leslie Christensen, Samuel Tesch, Ryan Laffin, Dongfang Xu, Timothy Miller, Ozlem Uzuner, Matthew M Churpek, Majid Afshar arXiv_AI arXiv_AI Recognition Review Attention Summarization Medical PDF
2021-12-07 Change Summarization of Diachronic Scholarly Paper Collections by Semantic Evolution Analysis Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt arXiv_CL arXiv_CL Summarization PDF
2021-12-07 Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation Thong Nguyen, Luu Anh Tuan arXiv_CL arXiv_CL Knowledge Pose Relation Attention Summarization PDF
2021-12-06 An unsupervised extractive summarization method based on multi-round computation Dehao Tao, Yingzhu Xiong, Jin He, Skevin, Yongfeng Huang arXiv_AI arXiv_AI Unsupervised Pose Deep_Learning Attention Summarization PDF
2021-12-06 Team Hitachi @ AutoMin 2021: Reference-free Automatic Minuting Pipeline with Argument Structure Construction over Topic-based Summarization Atsuki Yamaguchi, Gaku Morio, Hiroaki Ozaki, Ken-ichi Yokote, Kenji Nagamatsu arXiv_AI arXiv_AI Pose GAN Summarization PDF
2021-12-05 Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang arXiv_CL arXiv_CL Image_Caption Pose Action Summarization Text_Generation Caption PDF
2021-12-03 The Influence of Data Pre-processing and Post-processing on Long Document Summarization Xinwei Du, Kailun Dong, Yuchen Zhang, Yongsheng Li, Ruei-Yu Tsay arXiv_AI arXiv_AI Transformer Attention Summarization PDF
2021-12-02 InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo, Chloe Clave, Pablo Piantanida arXiv_AI arXiv_AI Relation Summarization Text_Generation Language_Model PDF
2021-12-02 AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo arXiv_CL arXiv_CL Transformer Pose Summarization PDF
2021-12-02 CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization Wei Liu, Huanqin Wu, Wenjing Mu, Zhen Li, Tao Chen, Dan Nie arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Language_Model PDF
2021-12-01 Controlling Conditional Language Models with Distributional Policy Gradients Tomasz Korbak, Hady Elsahar, German Kruszewski, Marc Dymetman arXiv_CL arXiv_CL Self-Supervised Pose Summarization Language_Model PDF
2021-11-30 KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Avi Chawla, Nidhi Mulay, Vikas Bishnoi, Gaurav Dhama arXiv_CL arXiv_CL Transformer Recognition Bert Represenation_Learning Knowledge Pose Summarization PDF
2021-11-30 Generating Rich Product Descriptions for Conversational E-commerce Systems Shashank Kedia, Aditya Mantha, Sneha Gupta, Stephen Guo, Kannan Achan arXiv_CL arXiv_CL Embedding Bert Speech Pose Summarization PDF
2021-11-27 An analysis of document graph construction methods for AMR summarization Fei-Tzin Lee, Chris Kedzie, Nakul Verma, Kathleen McKeown arXiv_CL arXiv_CL Pose Relation Summarization PDF
2021-11-25 New Approaches to Long Document Summarization: Fourier Transform Based Attention in a Transformer Model Andrew Kiruluta, Andreas Lemos, Eric Lundy arXiv_CL arXiv_CL Transformer Embedding Attention Summarization PDF
2021-11-24 Sparse is Enough in Scaling Transformers Sebastian Jaszczur, Aakanksha Chowdhery, Afroz Mohiuddin, Łukasz Kaiser, Wojciech Gajewski, Henryk Michalewski, Jonni Kanerva arXiv_CL arXiv_CL Transformer Sparse Pose Attention Summarization Inference PDF
2021-11-24 Knowledge Enhanced Sports Game Summarization Jiaan Wang, Zhixu Li, Tingyi Zhang, Duo Zheng, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen arXiv_AI arXiv_AI Knowledge Summarization PDF
2021-11-23 TWEETSUMM -- A Dialog Summarization Dataset for Customer Service Guy Feigenblat, Chulaka Gunasekara, Benjamin Sznajder, Sachindra Joshi, David Konopnicki, Ranit Aharonov arXiv_CL arXiv_CL Unsupervised Pose Summarization PDF
2021-11-22 Operations for Autonomous Spacecraft Rebecca Castano, Tiago Vaquero, Federico Rossi, Vandi Verma, Ellen Van Wyk, Dan Allard, Bennett Huffmann, Erin M. Murphy, Nihal Dhamani, Robert A. Hewitt, Scott Davidoff, Rashied Amini, Anthony Barrett, Julie Castillo-Rogez, Steve A. Chien, Mathieu Choukroun, Alain Dadaian, Raymond Francis, Benjamin Gorr, Mark Hofstadter, Mitch Ingham, Cristina Sorice, Iain Tierney arXiv_AI arXiv_AI Summarization Autonomous PDF
2021-11-19 Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network Nobel Dhar, Gaurob Saha, Prithwiraj Bhattacharjee, Avi Mallick, Md Saiful Islam arXiv_CL arXiv_CL Pose Attention Summarization PDF
2021-11-18 SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban, Tobias Schnabel, Paul N. Bennett, Marti A. Hearst arXiv_CL arXiv_CL Detection Summarization Inference PDF
2021-11-16 Meeting Summarization with Pre-training and Clustering Methods Andras Huebner, Wei Ji, Xiang Xiao arXiv_CL arXiv_CL Transformer Embedding Summarization Language_Model PDF
2021-11-16 Attention-based Multi-hypothesis Fusion for Speech Summarization Takatomo Kano, Atsunori Ogawa, Marc Delcroix, Shinji Watanabe arXiv_CL arXiv_CL Transformer Embedding Recognition Bert Speech Pose Attention Summarization Speech_Recognition PDF
2021-11-15 Question-Based Salient Span Selection for More Controllable Text Summarization Daniel Deutsch, Dan Roth arXiv_CL arXiv_CL Salient Pose Classification Summarization QA PDF
2021-11-15 Adding more data does not always help: A study in medical conversation summarization with PEGASUS Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan arXiv_AI arXiv_AI Transfer_Learning Action Classification Summarization Medical PDF
2021-11-14 Code Representation Learning with Pr'ufer Sequences Tenzin Jinpa, Yong Gao arXiv_AI arXiv_AI Represenation_Learning Pose Summarization PDF
2021-11-13 Robust Deep Reinforcement Learning for Extractive Legal Summarization Duy-Hung Nguyen, Bao-Sinh Nguyen, Nguyen Viet Dung Nghiem, Dung Tien Le, Mim Amina Khatun, Minh-Tien Nguyen, Hung Le arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose Summarization PDF
2021-11-11 AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Haoran Li, Mona Diab arXiv_CL arXiv_CL Unsupervised Reinforcement_Learning Pose Summarization QA PDF
2021-11-05 Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu arXiv_AI arXiv_AI Regularization Knowledge Pose Summarization Medical PDF
2021-11-03 SERC: Syntactic and Semantic Sequence based Event Relation Classification Kritika Venkatachalam, Raghava Mutharaju, Sumit Bhatia arXiv_CL arXiv_CL RNN Speech Pose Classification Relation Summarization PDF
2021-10-26 s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Furu Wei arXiv_CL arXiv_CL Transformer Bert Summarization PDF
2021-10-25 TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao, Fujia Zheng, Keqing He, Weihao Zeng, Yuejie Lei, Huixing Jiang, Wei Wu, Weiran Xu, Jun Guo, Fanyu Meng arXiv_AI arXiv_AI Tracking Knowledge Review Pose Attention Summarization PDF
2021-10-25 SgSum: Transforming Multi-document Summarization into Sub-graph Selection Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL Salient Pose Relation Summarization PDF
2021-10-22 Lightweight Decoding Strategies for Increasing Specificity Katy Ilonka Gero, Chris Kedzie, Savvas Petridis, Lydia Chilton arXiv_CL arXiv_CL Unsupervised Pose Summarization Language_Model PDF
2021-10-21 Fast Graph Sampling for Short Video Summarization using Gershgorin Disc Alignment Sadid Sahami (1), Gene Cheung (2), Chia-Wen Lin (1) ((1) National Tsing Hua University, (2) York University) arXiv_CV arXiv_CV Reconstruction Summarization PDF
2021-10-21 Topic-Guided Abstractive Multi-Document Summarization Peng Cui, Le Hu arXiv_AI arXiv_AI Pose Action Relation Summarization PDF
2021-10-21 Improving Non-autoregressive Generation with Mixup Training Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang arXiv_CL arXiv_CL Transformer Pose Summarization Inference Language_Model PDF
2021-10-21 CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li arXiv_CL arXiv_CL Summarization PDF
2021-10-20 Overview of the 2021 Key Point Analysis Shared Task Roni Friedman, Lena Dankin, Yufang Hou, Ranit Aharonov, Yoav Katz, Noam Slonim arXiv_CL arXiv_CL GAN Summarization PDF
2021-10-18 Result Diversification by Multi-objective Evolutionary Algorithms with Theoretical Guarantees Chao Qian, Dan-Xuan Liu, Zhi-Hua Zhou arXiv_AI arXiv_AI Optimization Pose Summarization PDF
2021-10-17 Providing a Philosophical Critique and Guidance of Fairness Metrics Henry Cerbone arXiv_RO arXiv_RO Pose Summarization PDF
2021-10-17 Fine-Grained Opinion Summarization with Minimal Supervision Suyu Ge, Jiaxin Huang, Yu Meng, Sharon Wang, Jiawei Han arXiv_CL arXiv_CL Embedding Pose Quantitative Sentiment Summarization PDF
2021-10-17 A Survey on Awesome Korean NLP Datasets Byunghyun Ban arXiv_CL arXiv_CL Survey Summarization PDF
2021-10-16 FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis arXiv_CL arXiv_CL Bert Pose Summarization Text_Generation Language_Model PDF
2021-10-16 PAGnol: An Extra-Large French Generative Model Julien Launay, E.L. Tommasone, Baptiste Pannier, François Boniface, Amélie Chatelain, Alessandro Cappelli, Iacopo Poli, Djamé Seddah arXiv_CL arXiv_CL OCR Bert Summarization PDF
2021-10-16 PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan arXiv_CL arXiv_CL Zero-Shot Salient Pose Few-Shot Attention Summarization PDF
2021-10-16 Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed H. Awadallah, Dragomir Radev, Rui Zhang arXiv_CL arXiv_CL Salient Pose Summarization Language_Model PDF
2021-10-16 Understanding Procedural Knowledge by Sequencing Multimodal Instructional Manuals Te-Lin Wu, Alex Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph Weischedel, Nanyun Peng arXiv_CV arXiv_CV Knowledge Pose Summarization PDF
2021-10-15 Training Dynamics for Text Summarization Models Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett arXiv_CL arXiv_CL Knowledge Summarization Language_Model PDF
2021-10-15 Aspect-Oriented Summarization through Query-Focused Extraction Ojas Ahuja, Jiacheng Xu, Akshay Gupta, Kevin Horecka, Greg Durrett arXiv_CL arXiv_CL Pose Action Summarization Matching PDF
2021-10-15 DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed H. Awadallah, Dragomir Radev arXiv_CL arXiv_CL Transformer Pose Action Summarization PDF
2021-10-15 Bridging the Gap: Cross-Lingual Summarization with Compression Rate Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Zewen Chi, Boxing Chen arXiv_CL arXiv_CL Knowledge Pose Summarization PDF
2021-10-15 End-to-End Segmentation-based News Summarization Yang Liu, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL Segmentation Pose Summarization Language_Model PDF
2021-10-15 Modeling Endorsement for Multi-Document Abstractive Summarization Logan Lebanoff, Bingqing Wang, Zhe Feng, Fei Liu arXiv_CL arXiv_CL Salient Pose Summarization PDF
2021-10-14 Comparative Opinion Summarization via Collaborative Decoding Hayate Iso, Xiaolan Wang, Yoshihiko Suhara arXiv_CL arXiv_CL Review Pose Few-Shot Summarization PDF
2021-10-14 MReD: A Meta-Review Dataset for Controllable Text Generation Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si arXiv_CL arXiv_CL Knowledge Review Pose Summarization Text_Generation PDF
2021-10-14 MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani arXiv_CL arXiv_CL Reinforcement_Learning Bert Pose Summarization PDF
2021-10-13 Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation Florian Mai, James Henderson arXiv_AI arXiv_AI Embedding Unsupervised Regularization Pose Sentiment Attention Summarization Text_Generation PDF
2021-10-12 HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Ye Liu, Jian-Guo Zhang, Yao Wan, Congying Xia, Lifang He, Philip S. Yu arXiv_CL arXiv_CL Transformer Sparse Pose Relation Attention Summarization PDF
2021-10-12 Speech Summarization using Restricted Self-Attention Roshan Sharma, Shruti Palaskar, Alan W Black, Florian Metze arXiv_CL arXiv_CL Transformer Recognition Speech Pose Attention Summarization Speech_Recognition PDF
2021-10-12 SportsSum2.0: Generating High-Quality Sports News from Live Text Commentary Jiaan Wang, Zhixu Li, Qiang Yang, Jianfeng Qu, Zhigang Chen, Qingsheng Liu, Guoping Hu arXiv_CL arXiv_CL Pose Summarization PDF
2021-10-10 On Automatic Text Extractive Summarization Based on Graph and pre-trained Language Model Attention Yuan-Ching Lin, Jinwen Ma arXiv_CL arXiv_CL Transformer Relation Attention Summarization CNN Language_Model PDF
2021-10-10 What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study Mohamed Abdalla, Krishnapriya Vishnubhotla, Saif M. Mohammad arXiv_CL arXiv_CL Relation Summarization PDF
2021-10-10 Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Yan Liu, Yazheng Yang arXiv_CL arXiv_CL Style_Transfer Salient Knowledge Classification Detection Object_Detection Summarization QA PDF
2021-10-09 Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations Daniela Brook Weiss, Paul Roit, Ori Ernst, Ido Dagan arXiv_CL arXiv_CL Salient Pose Summarization PDF
2021-10-09 Bayesian Active Summarization Alexios Gidiotis, Grigorios Tsoumakas arXiv_CL arXiv_CL Summarization PDF
2021-10-08 HydraSum -- Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Tanya Goyal, Nazneen Fatema Rajani, Wenhao Liu, Wojciech Kryściński arXiv_CL arXiv_CL Pose Summarization Inference PDF
2021-10-08 Evaluation of Summarization Systems across Gender, Age, and Race Anna Jørgensen, Anders Søgaard arXiv_CL arXiv_CL Summarization PDF
2021-10-08 Towards a Unified View of Parameter-Efficient Transfer Learning Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig arXiv_CL arXiv_CL Transfer_Learning Text_Classification Pose Classification Summarization Language_Model PDF
2021-10-08 Weakly Supervised Concept Map Generation through Task-Guided Graph Translation Jiaying Lu, Xiangjue Dong, Carl J. Yang arXiv_AI arXiv_AI Unsupervised Weakly_Supervised Knowledge Summarization PDF
2021-10-08 VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization? Hieu Nguyen, Long Phan, James Anibal, Alec Peltekian, Hieu Tran arXiv_CL arXiv_CL Transformer Transfer_Learning Self-Supervised Summarization Text_Generation PDF
2021-10-07 Noisy Text Data: Achilles' Heel of popular transformer based NLP models Kartikay Bagla, Ankit Kumar, Shivam Gupta, Anuj Gupta arXiv_AI arXiv_AI Transformer Text_Classification Classification Summarization PDF
2021-10-07 HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Odellia Boni (1), Guy Feigenblat, Guy Lev (1), Michal Shmueli-Scheuer (1), Benjamin Sznajder (1), David Konopnicki ((1) IBM Research - AI) arXiv_CL arXiv_CL Pose Action Summarization PDF
2021-10-04 Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan arXiv_CL arXiv_CL Unsupervised Pose Summarization Language_Model PDF
2021-10-04 LawSum: A weakly supervised approach for Indian Legal Document Summarization Vedant Parikh, Vidit Mathur, Parth Metha, Nimita Mittal, Prasenjit Majumder arXiv_AI arXiv_AI Weakly_Supervised Pose Summarization Prediction PDF
2021-10-04 TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts Sajad Sotudeh, Hanieh Deilamsalehi, Franck Dernoncourt, Nazli Goharian arXiv_CL arXiv_CL Pose Action Summarization PDF
2021-10-03 Multi-Document Keyphrase Extraction: A Literature Review and the First Dataset Ori Shapira, Ramakanth Pasunuru, Ido Dagan, Yael Amsterdamer arXiv_CL arXiv_CL Review Action Summarization PDF
2021-10-03 Project Debater APIs: Decomposing the AI Grand Challenge Roy Bar-Haim, Yoav Kantor, Elad Venezian, Yoav Katz, Noam Slonim arXiv_CL arXiv_CL Review Survey Summarization PDF
2021-10-01 Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing Necva Bölücü, Burcu Can arXiv_CL arXiv_CL Zero-Shot Pose Few-Shot Summarization PDF
2021-09-30 Key Point Analysis via Contrastive Learning and Extractive Argument Summarization Milad Alshomary, Timon Gurke, Shahbaz Syed, Philipp Heinrich, Maximilian Spliethöver, Philipp Cimiano, Martin Potthast, Henning Wachsmuth arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Matching PDF
2021-09-30 IntentVizor: Towards Generic Query Guided Interactive Video Summarization Using Slow-Fast Graph Convolutional Networks Guande Wu, Jianzhe Lin, Claudio T. Silva arXiv_CV arXiv_CV Video_Caption Pose Face Summarization CNN PDF
2021-09-29 Privacy Policy Question Answering Assistant: A Query-Guided Extractive Summarization Approach Moniba Keymanesh, Micha Elsner, Srinivasan Parthasarathy arXiv_CL arXiv_CL Pose Action Summarization QA PDF
2021-09-29 Who says like a style of Vitamin: Towards Syntax-Aware DialogueSummarization using Multi-task Learning Seolhwa Lee, Kisu Yang, Chanjun Park, João Sedoc, Heuiseok Lim arXiv_CL arXiv_CL Knowledge Action Summarization PDF
2021-09-28 Generating Summaries for Scientific Paper Review Ana Sabina Uban, Cornelia Caragea arXiv_AI arXiv_AI Review Pose Summarization Language_Model PDF
2021-09-28 Text Simplification for Comprehension-based Question-Answering Tanvi Dadu, Kartikey Pant, Seema Nagar, Ferdous Ahmed Barbhuiya, Kuntal Dey arXiv_CL arXiv_CL Style_Transfer Action Summarization PDF
2021-09-27 Controllable Neural Dialogue Summarization with Personal Named Entity Planning Zhengyuan Liu, Nancy F. Chen arXiv_CL arXiv_CL Pose Summarization PDF
2021-09-26 QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions Daniela Brook Weiss, Paul Roit, Ayal Klein, Ori Ernst, Ido Dagan arXiv_CL arXiv_CL Pose Relation Summarization QA PDF
2021-09-26 A Video Summarization Method Using Temporal Interest Detection and Key Frame Prediction Yubo An, Shenghui Zhao arXiv_CV arXiv_CV Pose Detection Summarization Prediction PDF
2021-09-24 Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations Longxiang Zhang, Renato Negrinho, Arindam Ghosh, Vasudevan Jagannathan, Hamid Reza Hassanzadeh, Thomas Schaaf, Matthew R. Gormley arXiv_CL arXiv_CL Transformer Summarization Medical PDF
2021-09-23 iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan arXiv_CL arXiv_CL Face Summarization PDF
2021-09-23 Finding a Balanced Degree of Automation for Summary Evaluation Shiyue Zhang, Mohit Bansal arXiv_AI arXiv_AI Pose Relation Summarization Inference PDF
2021-09-23 Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization Congbo Ma, Wei Emma Zhang, Hu Wang, Shubham Gupta, Mingyu Guo arXiv_CL arXiv_CL Transformer Knowledge Pose Relation Attention Summarization PDF
2021-09-22 Scalable Fact-checking with Human-in-the-Loop Jing Yang, Didier Vega-Oliveros, Tais Seibt, Anderson Rocha arXiv_CL arXiv_CL Quantitative GAN Summarization PDF
2021-09-22 Recursively Summarizing Books with Human Feedback Jeff Wu, Long Ouyang, Daniel M. Ziegler, Nissan Stiennon, Ryan Lowe, Jan Leike, Paul Christiano arXiv_AI arXiv_AI Zero-Shot Summarization Inference QA Matching PDF
2021-09-22 MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu, Ondřej Dušek, Shashi Narayan, Verena Rieser, Ioannis Konstas arXiv_CL arXiv_CL Knowledge Summarization Language_Model PDF
2021-09-22 Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan arXiv_CL arXiv_CL Transformer Summarization Text_Generation PDF
2021-09-22 Hierarchical Multimodal Transformer to Summarize Videos Bin Zhao, Maoguo Gong, Xuelong Li arXiv_AI arXiv_AI Transformer Video_Caption RNN Pose Relation Attention Summarization Caption PDF
2021-09-20 BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen arXiv_CL arXiv_CL Denoising Summarization PDF
2021-09-19 CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization Shuyang Cao, Lu Wang arXiv_CL arXiv_CL Contrastive_Learning Summarization QA PDF
2021-09-19 Investigating Crowdsourcing Protocols for Evaluatingthe Factual Consistency of Summaries Xiangru Tang, Alexander R. Fabbri, Ziming Mao, Griffin Adams, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev arXiv_CL arXiv_CL Summarization PDF
2021-09-18 TVRecap: A Dataset for Generating Stories with Character Descriptions Mingda Chen, Kevin Gimpel arXiv_CL arXiv_CL Action Summarization PDF
2021-09-17 Biomedical text summarization using Conditional Generative Adversarial Network Seyed Vahid Moravvej, Abdolreza Mirzaei, Mehran Safayani arXiv_CL arXiv_CL Embedding Adversarial Pose GAN Summarization Medical CNN PDF
2021-09-17 Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization Ahmed Magooda, Diane Litman arXiv_CL arXiv_CL Summarization PDF
2021-09-17 Exploring Multitask Learning for Low-Resource AbstractiveSummarization Ahmed Magooda, Mohamed Elaraby, Diane Litman arXiv_CL arXiv_CL Detection Summarization Language_Model PDF
2021-09-17 Language Models as a Knowledge Source for Cognitive Agents Robert E. Wray, III, James R. Kirk, John E. Laird arXiv_AI arXiv_AI Knowledge Review Action Summarization Inference Language_Model PDF
2021-09-16 A Bag of Tricks for Dialogue Summarization Muhammad Khalifa, Miguel Ballesteros, Kathleen McKeown arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2021-09-16 Does Summary Evaluation Survive Translation to Other Languages? Neslihan Iskender, Oleg Vasilyev, Tim Polzehl, John Bohannon, Sebastian Möller arXiv_CL arXiv_CL Relation Summarization PDF
2021-09-16 Improving Unsupervised Question Answering via Summarization-Informed Question Generation Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu arXiv_CL arXiv_CL Unsupervised Recognition Pose Summarization QA PDF
2021-09-16 RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization Chenxin An, Ming Zhong, Zhichao Geng, Jianqiang Yang, Xipeng Qiu arXiv_CL arXiv_CL Bert Pose Summarization PDF
2021-09-14 Decision-Focused Summarization Chao-Chun Hsu, Chenhao Tan arXiv_AI arXiv_AI Review Pose Summarization Medical PDF
2021-09-14 Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension Naoya Inoue, Harsh Trivedi, Steven Sinha, Niranjan Balasubramanian, Kentaro Inui arXiv_CL arXiv_CL Pose Summarization PDF
2021-09-14 Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Mingkai Deng, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu arXiv_CL arXiv_CL Style_Transfer Knowledge Pose Relation Summarization Prediction PDF
2021-09-13 Augmented Abstractive Summarization With Document-LevelSemantic Graph Qiwei Bi, Haoyuan Li, Kun Lu, Hanfang Yang arXiv_CL arXiv_CL RNN Relation Summarization PDF
2021-09-13 UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang arXiv_CL arXiv_CL Image_Caption Salient Knowledge Pose Summarization Text_Generation Caption PDF
2021-09-11 A Survey on Multi-modal Summarization Anubhav Jangra, Adam Jatowt, Sriparna Saha, Mohammad Hasanuzzaman arXiv_CL arXiv_CL Survey Summarization PDF
2021-09-11 StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu arXiv_CL arXiv_CL Salient Knowledge Review Summarization PDF
2021-09-10 Refocusing on Relevance: Personalization in NLG Shiran Dudy, Steven Bedrick, Bonnie Webber arXiv_CL arXiv_CL Summarization PDF
2021-09-10 Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang arXiv_AI arXiv_AI Salient Pose Contrastive_Learning Detection Summarization PDF
2021-09-10 Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna, Jeffrey Bigham, Zachary C. Lipton arXiv_CL arXiv_CL Knowledge Summarization PDF
2021-09-10 An Exploratory Study on Long Dialogue Summarization: What Works and What's Next Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir Radev arXiv_CL arXiv_CL Transformer Sparse Salient Pose Summarization PDF
2021-09-09 Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta, Namit Katariya, Xavier Amatriain, Anitha Kannan arXiv_AI arXiv_AI Summarization Medical PDF
2021-09-09 Learning Opinion Summarizers by Selecting Informative Reviews Arthur Bražinskas, Mirella Lapata, Ivan Titov arXiv_AI arXiv_AI Unsupervised Review Few-Shot Summarization Inference PDF
2021-09-09 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Alireza Salemi, Emad Kebriaei, Ghazal Neisi Minaei, Azadeh Shakery arXiv_CL arXiv_CL Transformer Bert Salient Pose Attention Summarization Language_Model PDF
2021-09-09 Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang arXiv_CL arXiv_CL Adversarial Pose Summarization PDF
2021-09-08 Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Potsawee Manakul, Mark J. F. Gales arXiv_CL arXiv_CL Transformer Sparse Pose Attention Summarization Inference PDF
2021-09-08 Sequence Level Contrastive Learning for Text Summarization Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei arXiv_CL arXiv_CL Unsupervised Represenation_Learning Pose Contrastive_Learning Summarization Text_Generation PDF
2021-09-07 Aspect-Controllable Opinion Summarization Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata arXiv_CL arXiv_CL Review Pose Summarization PDF
2021-09-07 IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar arXiv_AI arXiv_AI Transfer_Learning NMT Summarization PDF
2021-09-06 ERA: Entity Relationship Aware Video Summarization with Wasserstein GAN Guande Wu, Jianzhe Lin, Claudio T. Silva arXiv_CV arXiv_CV Unsupervised Adversarial Pose Relation GAN Summarization PDF
2021-09-06 DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL Segmentation Sparse Pose Action Denoising Attention Summarization PDF
2021-09-06 Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung arXiv_CL arXiv_CL Attention Summarization Text_Generation Language_Model PDF
2021-09-05 Transformer Models for Text Coherence Assessment Tushar Abhishek, Daksh Rawat, Manish Gupta, Vasudeva Varma arXiv_CL arXiv_CL Transformer Pose Deep_Learning Relation Summarization Text_Generation PDF
2021-09-05 Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Recommendation Yankai Chen, Yaming Yang, Yujing Wang, Jing Bai, Xiangchen Song, Irwin King arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Attention Summarization CNN Prediction Recommendation PDF
2021-09-03 Unsupervised multi-latent space reinforcement learning framework for video summarization in ultrasound imaging Roshan P Mathews, Mahesh Raveendranatha Panicker, Abhilash R Hareendranathan, Yale Tung Chen, Jacob L Jaremko, Brian Buchanan, Kiran Vishnu Narayan, Kesavadas C, Greeta Mathews arXiv_CV arXiv_CV Segmentation Unsupervised Reinforcement_Learning RNN Pose Classification Attention Summarization Medical CNN PDF
2021-08-31 Effective Sequence-to-Sequence Dialogue State Tracking Jeffrey Zhao, Mahdis Mahdieh, Ye Zhang, Yuan Cao, Yonghui Wu arXiv_AI arXiv_AI Tracking Summarization Language_Model Prediction PDF
2021-08-31 Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization Huy To Quoc, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen arXiv_AI arXiv_AI Bert Summarization PDF
2021-08-31 Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization Faisal Ladhak, Esin Durmus, He He, Claire Cardie, Kathleen McKeown arXiv_CL arXiv_CL Pose Summarization PDF
2021-08-31 Dynamic Sliding Window for Meeting Summarization Zhengyuan Liu, Nancy F. Chen arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2021-08-30 Inspecting the Factuality of Hallucinated Entities in Abstractive Summarization Meng Cao, Yue Dong, Jackie Chi Kit Cheung arXiv_CL arXiv_CL Knowledge Pose Classification Detection Relation Summarization Language_Model PDF
2021-08-30 CSDS: A Fine-grained Chinese Dataset for Customer Service Dialogue Summarization Haitao Lin, Liqun Ma, Junnan Zhu, Lu Xiang, Yu Zhou, Jiajun Zhang, Chengqing Zong arXiv_CL arXiv_CL Attention Summarization PDF
2021-08-30 Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding arXiv_CL arXiv_CL Pose Relation Summarization PDF
2021-08-30 Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou arXiv_CL arXiv_CL Transformer Pose Summarization Inference PDF
2021-08-29 NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks Haekyu Park, Nilaksh Das, Rahul Duggal, Austin P. Wright, Omar Shaikh, Fred Hohman, Duen Horng Chau arXiv_CV arXiv_CV Embedding Face Relation Summarization Prediction PDF
2021-08-29 Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing, Zeyu You, Tao Yang, Wei Fan, Hanghang Tong arXiv_CL arXiv_CL Embedding Pose Relation Summarization CNN PDF
2021-08-29 SummerTime: Text Summarization Toolkit for Non-experts Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir Radev arXiv_CL arXiv_CL Summarization PDF
2021-08-27 Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo, Guillaume Staerman, Chloe Clavel, Pablo Piantanida arXiv_AI arXiv_AI Image_Caption Embedding Bert Summarization Text_Generation Caption PDF
2021-08-26 Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang arXiv_CL arXiv_CL Transformer Self-Supervised Contrastive_Learning Denoising Summarization PDF
2021-08-26 Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Shichao Sun, Wenjie Li arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Inference PDF
2021-08-26 Retrieval Augmented Code Generation and Summarization Md Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang arXiv_CL arXiv_CL Pose Summarization PDF
2021-08-24 Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering Melika Golestani, Seyedeh Zahra Razavi, Zeinab Borhanifard, Farnaz Tahmasebian, Hesham Faili arXiv_CL arXiv_CL Transformer Embedding Bert RNN Pose Attention Summarization Text_Generation Language_Model PDF
2021-08-23 CGEMs: A Metric Model for Automatic Code Generation using GPT-3 Aishwarya Narasimhan (1), Krishna Prasad Agara Venkatesha Rao (2), Veena M B (1) ((1) B M S College of Engineering, (2) Sony India Software Centre Pvt. Ltd.) arXiv_AI arXiv_AI Pose Classification Summarization Text_Generation QA PDF
2021-08-23 VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case Law Julien Rossi, Svitlana Vakulenko, Evangelos Kanoulas arXiv_CL arXiv_CL Salient Pose Action Relation Attention Summarization PDF
2021-08-23 ComSum: Commit Messages Summarization and Meaning Preservation Leshem Choshen, Idan Amit arXiv_CL arXiv_CL Pose Summarization PDF
2021-08-21 Hierarchical Summarization for Longform Spoken Dialog Daniel Li, Thomas Chen, Albert Tung, Lydia Chilton arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition Speech Pose Action Summarization Speech_Recognition PDF
2021-08-21 Towards Personalized and Human-in-the-Loop Document Summarization Samira Ghodratnama arXiv_AI arXiv_AI Pose Action Summarization PDF
2021-08-18 CUSTOM: Aspect-Oriented Product Summarization for E-Commerce Jiahui Liang, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou arXiv_CL arXiv_CL Pose Action Summarization PDF
2021-08-16 Autoencoders as Tools for Program Synthesis Sander de Bruin, Vadim Liventsev, Milan Petković arXiv_AI arXiv_AI Summarization Language_Model PDF
2021-08-16 Contextual Mood Analysis with Knowledge Graph Representation for Hindi Song Lyrics in Devanagari Script Makarand Velankar, Rachita Kotian, Parag Kulkarni arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Classification Summarization Prediction PDF
2021-08-13 MeetSum: Transforming Meeting Transcript Summarization using Transformers! Nima Sadri, Bohan Zhang, Bihan Liu arXiv_CL arXiv_CL Transformer Zero-Shot RNN Summarization PDF
2021-08-11 Abstractive Sentence Summarization with Guidance of Selective Multimodal Reference Zijian Zhang, Chenxi Zhang, Qinpei Zhao, Jiangfeng Li arXiv_AI arXiv_AI Transformer Enhancement Sparse Pose Action Relation Summarization PDF
2021-08-08 Discriminative Latent Semantic Graph for Video Captioning Yang Bai, Junyan Wang, Yang Long, Bingzhang Hul Yang Song, Maurice Pagnucco, Yu Guan arXiv_CV arXiv_CV Video_Caption Knowledge Pose Action Summarization Caption PDF
2021-08-07 Fine-tuning GPT-3 for Russian Text Summarization Alexandr Nikolich, Arina Puchkova arXiv_CL arXiv_CL Summarization PDF
2021-08-07 Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan, Lu Wang, Irwin King arXiv_CL arXiv_CL Pose Summarization PDF
2021-08-07 Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning Bryan Wang, Gang Li, Xin Zhou, Zhourong Chen, Tovi Grossman, Yang Li arXiv_AI arXiv_AI Face Summarization PDF
2021-08-05 Analyzing the Abstractiveness-Factuality Tradeoff With Nonlinear Abstractiveness Constraints Markus Dreyer, Mengwen Liu, Feng Nan, Sandeep Atluri, Sujith Ravi arXiv_CL arXiv_CL Pose Summarization QA PDF
2021-08-04 Summary Explorer: Visualizing the State of the Art in Text Summarization Shahbaz Syed, Tariq Yousef, Khalid Al-Khatib, Stefan Jänicke, Martin Potthast arXiv_CL arXiv_CL Summarization PDF
2021-08-03 Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization Wang Chen, Piji Li, Hou Pong Chan, Irwin King arXiv_CL arXiv_CL Regularization Pose Summarization Inference PDF
2021-07-31 Using Query Expansion in Manifold Ranking for Query-Oriented Multi-Document Summarization Quanye Jia, Rui Liu, Jianying Lin arXiv_AI arXiv_AI Knowledge Pose Relation Summarization PDF
2021-07-30 EmailSum: Abstractive Email Thread Summarization Shiyue Zhang, Asli Celikyilmaz, Jianfeng Gao, Mohit Bansal arXiv_AI arXiv_AI Bert Summarization PDF
2021-07-22 Spinning Sequence-to-Sequence Models with Meta-Backdoors Eugene Bagdasaryan, Vitaly Shmatikov arXiv_CL arXiv_CL Embedding Adversarial Sentiment GAN Summarization Language_Model PDF
2021-07-21 COfEE: A Comprehensive Ontology for Event Extraction from text, with an online annotation tool Ali Balali, Masoud Asadpour, Seyed Hossein Jafari arXiv_CL arXiv_CL Knowledge Pose Ontology Action Summarization Activity PDF
2021-07-20 What Do You Get When You Cross Beam Search with Nucleus Sampling? Uri Shaham, Omer Levy arXiv_AI arXiv_AI Summarization PDF
2021-07-20 Sequence Model with Self-Adaptive Sliding Window for Efficient Spoken Document Segmentation Qinglin Zhang, Qian Chen, Yali Li, Jiaqing Liu, Wen Wang arXiv_CL arXiv_CL Segmentation Recognition Bert Speech Pose Summarization Speech_Recognition Inference PDF
2021-07-19 MemSum: Extractive Summarization of Long Documents using Multi-step Episodic Markov Decision Processes Nianlong Gu, Elliott Ash, Richard H.R. Hahnloser arXiv_CL arXiv_CL Action Summarization PDF
2021-07-15 Neural Code Summarization: How Far Are We? Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun arXiv_AI arXiv_AI Action Deep_Learning Summarization PDF
2021-07-14 HTLM: Hyper-Text Pre-Training and Prompting of Language Models Armen Aghajanyan, Dmytro Okhonko, Mike Lewis, Mandar Joshi, Hu Xu, Gargi Ghosh, Luke Zettlemoyer arXiv_CL arXiv_CL Zero-Shot Classification Denoising Summarization Language_Model PDF
2021-07-13 Fairness-aware Summarization for Justified Decision-Making Moniba Keymanesh, Tanya Berger-Wolf, Micha Elsner, Srinivasan Parthasarathy arXiv_AI arXiv_AI Pose Summarization Prediction PDF
2021-07-08 Use of Affective Visual Information for Summarization of Human-Centric Videos Berkay Köprü, Engin Erzin arXiv_CV arXiv_CV Embedding Recognition Pose Emotion Face Attention Summarization Video_Retrieval PDF
2021-07-07 On Training Instance Selection for Few-Shot Neural Text Generation Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg arXiv_CL arXiv_CL Pose Few-Shot Attention Summarization Text_Generation Language_Model PDF
2021-07-07 A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng, Xiaocheng Feng, Bing Qin arXiv_CL arXiv_CL Salient Review Survey Attention GAN Summarization PDF
2021-07-04 A Topic Guided Pointer-Generator Model for Generating Natural Language Code Summaries Xin Wang, Xin Peng, Jun Sun, Yifan Zhao, Chi Chen, Jinkai Fan arXiv_CL arXiv_CL NMT Summarization PDF
2021-07-02 Concept Identification of Directly and Indirectly Related Mentions Referring to Groups of Persons Anastasia Zhukova, Felix Hamborg, Karsten Donnay, Bela Gipp arXiv_CL arXiv_CL Unsupervised Summarization PDF
2021-07-01 CLIP-It! Language-Guided Video Summarization Medhini Narasimhan, Anna Rohrbach, Trevor Darrell arXiv_AI arXiv_AI Transformer Unsupervised Video_Caption Salient Pose Relation Summarization Caption Language_Model PDF
2021-07-01 Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman arXiv_CL arXiv_CL Recognition Reinforcement_Learning Pose Summarization Medical PDF
2021-07-01 Cross-Lingual Adaptation for Type Inference Zhiming Li, Xiaofei Xie, Haoliang Li, Zhengzi Xu, Yi Li, Yang Liu arXiv_AI arXiv_AI Knowledge Pose Deep_Learning Attention Summarization Inference Language_Model PDF
2021-06-30 Improving Factual Consistency of Abstractive Summarization on Customer Feedback Yang Liu, Yifei Sun, Vincent Gao arXiv_CL arXiv_CL Action Detection Summarization PDF
2021-06-30 Incorporating Domain Knowledge for Extractive Summarization of Legal Case Documents Paheli Bhattacharya, Soham Poddar, Koustav Rudra, Kripabandhu Ghosh, Saptarshi Ghosh arXiv_CL arXiv_CL Unsupervised Optimization Knowledge Pose Summarization PDF
2021-06-29 Topic Modeling Based Extractive Text Summarization Kalliath Abdul Rasheed Issam, Shivam Patel, Subalalitha C. N arXiv_CL arXiv_CL Salient Pose Summarization PDF
2021-06-29 TWAG: A Topic-Guided Wikipedia Abstract Generator Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou, Tong Cui arXiv_CL arXiv_CL Pose Summarization PDF
2021-06-27 Multi-Modal Chorus Recognition for Improving Song Search Jiaan Wang, Zhixu Li, Binbin Gu, Tingyi Zhang, Qingsheng Liu, Zhigang Chen arXiv_SD arXiv_SD Recognition Pose Summarization PDF
2021-06-27 AI based Presentation Creator With Customized Audio Content Delivery Muvazima Mansoor, Srikanth Chandar, Ramamoorthy Srinath arXiv_AI arXiv_AI Bert Adversarial Pose GAN Summarization PDF
2021-06-26 A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy Wang Chen, Piji Li, Irwin King arXiv_CL arXiv_CL Pose Attention Summarization PDF
2021-06-25 XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Tahmid Hasan, Abhik Bhattacharjee, Md Saiful Islam, Kazi Samin, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar arXiv_CL arXiv_CL Knowledge Summarization PDF
2021-06-25 DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei arXiv_CL arXiv_CL Self-Supervised Summarization PDF
2021-06-22 ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences Yanjun Gao, Ting-hao (Kenneth) Huang, Rebecca J. Passonneau arXiv_AI arXiv_AI Pose Summarization PDF
2021-06-22 BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan, Graham Neubig, Pengfei Liu arXiv_CL arXiv_CL Unsupervised Pose Summarization Text_Generation PDF
2021-06-21 How well do you know your summarization datasets? Priyam Tejaswin, Dhruv Naik, Pengfei Liu arXiv_CL arXiv_CL Summarization PDF
2021-06-21 Extractive approach for text summarisation using graphs Kastriot Kadriu, Milenko Obradovic arXiv_CL arXiv_CL Summarization PDF
2021-06-19 Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net Tianrui Liu, Qingjie Meng, Jun-Jie Huang, Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz arXiv_CV arXiv_CV Unsupervised Reinforcement_Learning 3D Pose Action Summarization Medical PDF
2021-06-19 A Condense-then-Select Strategy for Text Summarization Hou Pong Chan, Irwin King arXiv_CL arXiv_CL Salient Pose Action Summarization PDF
2021-06-18 Subjective Bias in Abstractive Summarization Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Jiacheng Pei, Yinan Liu, Siya Qi arXiv_CL arXiv_CL Embedding Pose Action Summarization PDF
2021-06-17 DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Wenpeng Yin, Dragomir Radev, Caiming Xiong arXiv_CL arXiv_CL Action Relation Relation_Extraction Summarization Inference PDF
2021-06-17 Lost in Interpreting: Speech Translation from Source or Interpreter? Dominik Macháček, Matúš Žilinec, Ondřej Bojar arXiv_CL arXiv_CL Speech Summarization PDF
2021-06-16 Disentangling Online Chats with DAG-Structured LSTMs Duccio Pappadopulo, Lisa Bauer, Marco Farina, Ozan İrsoy, Mohit Bansal arXiv_CL arXiv_CL RNN Pose Relation Summarization PDF
2021-06-16 Coreference-Aware Dialogue Summarization Zhengyuan Liu, Ke Shi, Nancy F. Chen arXiv_AI arXiv_AI Pose Action Summarization PDF
2021-06-15 Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors Junayed Mahmud, Fahim Faisal, Raihan Islam Arnob, Antonios Anastasopoulos, Kevin Moran arXiv_AI arXiv_AI Pose Quantitative Relation Summarization Caption Prediction PDF
2021-06-15 Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata arXiv_AI arXiv_AI Embedding Unsupervised Summarization PDF
2021-06-12 Every Bite Is an Experience: Key Point Analysis of Business Reviews Roy Bar-Haim, Lilach Eden, Yoav Kantor, Roni Friedman, Noam Slonim arXiv_CL arXiv_CL Review Pose Action Quantitative Sentiment Summarization PDF
2021-06-11 Zero-Shot Controlled Generation with Encoder-Decoder Transformers Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Pose Attention Summarization PDF
2021-06-11 To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano arXiv_AI arXiv_AI Reinforcement_Learning GAN Summarization PDF
2021-06-11 Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing Tomi Kinnunen, Andreas Nautsch, Md Sahidullah, Nicholas Evans, Xin Wang, Massimiliano Todisco, Héctor Delgado, Junichi Yamagishi, Kong Aik Lee arXiv_SD arXiv_SD Pose Detection Relation Summarization PDF
2021-06-10 VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei arXiv_CL arXiv_CL Segmentation Video_Caption Deep_Learning Summarization PDF
2021-06-09 Timestamping Documents and Beliefs Swayambhu Nath Ray arXiv_CL arXiv_CL Knowledge Review Pose Action Classification Deep_Learning Sentiment Attention Summarization CNN Inference PDF
2021-06-07 Neural Abstractive Unsupervised Summarization of Online News Discussions Ignacio Tampe Palma, Marcelo Mendoza, Evangelos Milios arXiv_CL arXiv_CL Unsupervised Bert Attention Summarization PDF
2021-06-07 Attention Temperature Matters in Abstractive Summarization Distillation Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei arXiv_CL arXiv_CL Transformer Pose Attention Summarization Inference PDF
2021-06-07 Summary Grounded Conversation Generation Chulaka Gunasekara, Guy Feigenblat, Benjamin Sznajder, Sachindra Joshi, David Konopnicki arXiv_CL arXiv_CL Summarization Language_Model PDF
2021-06-06 Extractive Research Slide Generation Using Windowed Labeling Ranking Athar Sefid, Jian Wu, Prasenjit Mitra, Lee Giles arXiv_AI arXiv_AI Pose Summarization PDF
2021-06-04 MultiOpEd: A Corpus of Multi-Perspective News Editorials Siyi Liu, Sihao Chen, Xander Uyttendaele, Dan Roth arXiv_CL arXiv_CL Pose Summarization PDF
2021-06-04 CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes James Mullenbach, Yada Pruksachatkun, Sean Adler, Jennifer Seale, Jordan Swartz, T. Greg McKelvey, Hui Dai, Yi Yang, David Sontag arXiv_CL arXiv_CL Pose Action Summarization Language_Model PDF
2021-06-04 AgreeSum: Agreement-Oriented Multi-Document Summarization Richard Yuanzhe Pang, Adam D. Lelkes, Vinh Q. Tran, Cong Yu arXiv_CL arXiv_CL Relation Summarization PDF
2021-06-03 SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Yixin Liu, Pengfei Liu arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Text_Generation PDF
2021-06-03 APES: Audiovisual Person Search in Untrimmed Video Juan Leon Alcazar, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem, Fabian Caba Heilbron arXiv_CV arXiv_CV Recognition Speech Pose Face Summarization PDF
2021-06-03 ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Yoshinobu Kano, Kumari Deepshikha arXiv_AI arXiv_AI Unsupervised Zero-Shot Pose Relation Few-Shot Denoising Summarization PDF
2021-06-03 To Point or Not to Point: Understanding How Abstractive Summarizers Paraphrase Text Matt Wilber, William Timkey, Marten Van Schijndel arXiv_CL arXiv_CL Action Summarization PDF
2021-06-03 Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution Jiacheng Xu, Greg Durrett arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2021-06-02 Evaluating the Efficacy of Summarization Evaluation across Languages Fajri Koto, Jey Han Lau, Timothy Baldwin arXiv_CL arXiv_CL Bert Summarization PDF
2021-06-02 Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao arXiv_AI arXiv_AI Transformer Salient Relation Summarization PDF
2021-06-02 Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access Vishal Vinod, Susmit Agrawal, Vipul Gaurav, Pallavi R, Savita Choudhary arXiv_CL arXiv_CL Embedding Recognition Bert Summarization Medical PDF
2021-06-01 ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev arXiv_CL arXiv_CL Summarization PDF
2021-06-01 LenAtten: An Effective Length Controlling Unit For Text Summarization Zhongyi Yu, Zhenghao Wu, Hao Zheng, Zhe XuanYuan, Jefferson Fong, Weifeng Su arXiv_CL arXiv_CL Embedding Attention Summarization PDF
2021-06-01 Question-aware Transformer Models for Consumer Health Question Summarization Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman arXiv_CL arXiv_CL Transformer Recognition Pose Summarization Medical PDF
2021-05-31 Corpus-Based Paraphrase Detection Experiments and Review Tedo Vrbanec, Ana Mestrovic arXiv_CL arXiv_CL Review Deep_Learning Detection Summarization Language_Model PDF
2021-05-31 Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He arXiv_CL arXiv_CL Pose Face Summarization PDF
2021-05-31 Text Summarization with Latent Queries Yumo Xu, Mirella Lapata arXiv_CL arXiv_CL Optimization Pose Summarization Language_Model PDF
2021-05-31 Reinforced Generative Adversarial Network for Abstractive Text Summarization Tianyang Xu, Chunyun Zhang arXiv_CL arXiv_CL Reinforcement_Learning Adversarial Pose Attention Summarization PDF
2021-05-31 Bangla Natural Language Processing: A Comprehensive Review of Classical, Machine Learning, and Deep Learning Based Methods Ovishake Sen, Mohtasim Fuad, MD. Nazrul Islam, Jakaria Rabbi, MD. Kamrul Hasan, Awal Ahmed Fime, Md. Tahmid Hasan Fuad, Delowar Sikder, MD. Akil Raihan Iftee arXiv_AI arXiv_AI Recognition Optical_Character Knowledge Review Speech Face Action Deep_Learning Detection Sentiment Summarization Speech_Recognition PDF
2021-05-31 Transfer Learning for Sequence Generation: from Single-source to Multi-source Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu arXiv_AI arXiv_AI Transfer_Learning Pose Attention Summarization PDF
2021-05-29 Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning Linzi Xing, Wen Xiao, Giuseppe Carenini arXiv_CL arXiv_CL Adversarial Summarization PDF
2021-05-29 CoDesc: A Large Code-Description Parallel Dataset Masum Hasan, Tanveer Muttaqueen, Abdullah Al Ishtiaq, Kazi Sajeed Mehrab, Md. Mahim Anjum Haque, Tahmid Hasan, Wasi Uddin Ahmad, Anindya Iqbal, Rifat Shahriyar arXiv_AI arXiv_AI Pose Summarization Language_Model PDF
2021-05-29 Automated Timeline Length Selection for Flexible Timeline Summarization Xi Li, Qianren Mao, Hao Peng, Hongdong Zhu, Jianxin Li, Zheng Wang arXiv_AI arXiv_AI Summarization PDF
2021-05-28 Controllable Abstractive Dialogue Summarization with Sketch Supervision Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong arXiv_AI arXiv_AI Weakly_Supervised Sketch Summarization PDF
2021-05-28 Cross-Lingual Abstractive Summarization with Limited Parallel Resources Yu Bai, Yang Gao, Heyan Huang arXiv_CL arXiv_CL Knowledge Pose Action Relation Attention Summarization PDF
2021-05-28 Noised Consistency Training for Text Summarization Junnan Liu, Qianren Mao, Bang Liu, Hao Peng, Hongdong Zhu, Jianxin Li arXiv_CL arXiv_CL Regularization Summarization Prediction PDF
2021-05-27 Self-Supervised Multimodal Opinion Summarization Jinbae Im, Moonki Kim, Hoyeop Lee, Hyunsouk Cho, Sehee Chung arXiv_AI arXiv_AI Review Self-Supervised Pose Summarization PDF
2021-05-27 Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance Dan Su, Tiezheng Yu, Pascale Fung arXiv_CL arXiv_CL Pose Summarization PDF
2021-05-27 Neighborhood Rough Set based Multi-document Summarization Nidhika Yadav arXiv_AI arXiv_AI Pose Summarization PDF
2021-05-26 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu arXiv_CL arXiv_CL Unsupervised Knowledge Pose Summarization Language_Model PDF
2021-05-26 Unsupervised Video Summarization via Multi-source Features Hussain Kanafani, Junaid Ahmed Ghauri, Sherzod Hakimov, Ralph Ewerth arXiv_AI arXiv_AI Unsupervised Pose Classification Summarization PDF
2021-05-25 BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL Salient Pose Relation Attention Summarization PDF
2021-05-25 Providing Meaningful Data Summarizations Using Examplar-based Clustering in Industry 4.0 Philipp-Jan Honysz, Alexander Schulze-Struchtrup, Sebastian Buschjäger, Katharina Morik arXiv_AI arXiv_AI Knowledge Summarization PDF
2021-05-25 Focus Attention: Promoting Faithfulness and Diversity in Summarization Rahul Aralikatte, Shashi Narayan, Joshua Maynez, Sascha Rothe, Ryan McDonald arXiv_CL arXiv_CL Salient Pose Attention Summarization PDF
2021-05-25 Personalized Transformer for Explainable Recommendation Lei Li, Yongfeng Zhang, Li Chen arXiv_AI arXiv_AI Transformer Bert Review Summarization Language_Model Recommendation PDF
2021-05-24 Unsupervised Video Summarization with a Convolutional Attentive Adversarial Network Guoqiang Liang, Yanbing Lv, Shucheng Li, Shizhou Zhang, Yanning Zhang arXiv_CV arXiv_CV Unsupervised Adversarial Pose Deep_Learning Attention Summarization CNN Prediction PDF
2021-05-23 DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Media Hamad Zogan, Imran Razzak, Shoaib Jameel, Guandong Xu arXiv_CL arXiv_CL Pose Action Deep_Learning Detection Attention Summarization CNN PDF
2021-05-21 Uncertainty-Aware Abstractive Summarization Alexios Gidiotis, Grigorios Tsoumakas arXiv_CL arXiv_CL Pose Deep_Learning Summarization Inference PDF
2021-05-20 See, Hear, Read: Leveraging Multimodality with Guided Attention for Abstractive Text Summarization Yash Kumar Atri, Shraman Pramanick, Vikram Goyal, Tanmoy Chakraborty arXiv_CL arXiv_CL Transformer Pose Quantitative Attention Summarization Language_Model PDF
2021-05-19 Analysis of GraphSum's Attention Weights to Improve the Explainability of Multi-Document Summarization M. Lautaro Hickmann, Fabian Wurzberger, Megi Hoxhalli, Arne Lochner, Jessica Töllich, Ansgar Scherp arXiv_CL arXiv_CL Transformer Relation Attention Summarization PDF
2021-05-18 PoBRL: Optimizing Multi-Document Summarization by Blending Reinforcement Learning Policies Andy Su, Difei Su, John M.Mulvey, H.Vincent Poor arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose Summarization PDF
2021-05-18 BookSum: A Collection of Datasets for Long-form Narrative Summarization Wojciech Kryściński, Nazneen Rajani, Divyansh Agarwal, Caiming Xiong, Dragomir Radev arXiv_CL arXiv_CL Pose Summarization PDF
2021-05-17 AudioVisual Video Summarization Bin Zhao, Maoguo Gong, Xuelong Li arXiv_CV arXiv_CV RNN Pose Attention Summarization PDF
2021-05-14 EASE: Extractive-Abstractive Summarization with Explanations Haoran Li, Arash Einolghozati, Srinivasan Iyer, Bhargavi Paranjape, Yashar Mehdad, Sonal Gupta, Marjan Ghazvininejad arXiv_CL arXiv_CL Pose Action Summarization Text_Generation PDF
2021-05-14 DialSumm: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen, Yang Liu, Liang Chen, Yue Zhang arXiv_AI arXiv_AI Tracking Represenation_Learning Pose Deep_Learning Summarization PDF
2021-05-13 DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing arXiv_AI arXiv_AI Reinforcement_Learning Attention Summarization Inference QA PDF
2021-05-13 Towards Human-Free Automatic Quality Evaluation of German Summarization Neslihan Iskender, Oleg Vasilyev, Tim Polzehl, John Bohannon, Sebastian Möller arXiv_CL arXiv_CL Pose GAN Summarization Language_Model PDF
2021-05-11 The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban, Andrew Hsi, John Canny, Marti A. Hearst arXiv_CL arXiv_CL Unsupervised Action Summarization PDF
2021-05-11 EL-Attention: Memory Efficient Lossless Attention for Generation Yu Yan, Jiusheng Chen, Weizhen Qi, Nikhil Bhendawade, Yeyun Gong, Nan Duan, Ruofei Zhang arXiv_CL arXiv_CL Transformer Pose Attention Summarization Inference PDF
2021-05-10 Improving Factual Consistency of Abstractive Summarization via Question Answering Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang arXiv_AI arXiv_AI Pose Summarization PDF
2021-05-10 Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang, Yeyun Gong, Yelong Shen, Weisheng Li, Jiancheng Lv, Nan Duan, Weizhu Chen arXiv_CL arXiv_CL Attention Summarization QA PDF
2021-05-10 Reconstructive Sequence-Graph Network for Video Summarization Bin Zhao, Haopeng Li, Xiaoqiang Lu, Xuelong Li arXiv_AI arXiv_AI Reconstruction Unsupervised RNN Pose Relation Summarization Activity CNN PDF
2021-05-08 Long-Span Dependencies in Transformer-based Summarization Systems Potsawee Manakul, Mark J. F. Gales arXiv_CL arXiv_CL Transformer Attention Summarization PDF
2021-05-08 D2S: Document-to-Slide Generation Via Query-Based Text Summarization Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang, Nancy X.R. Wang arXiv_CL arXiv_CL Face Summarization QA PDF
2021-05-08 Learning to Predict Repeatability of Interest Points Anh-Dzung Doan, Daniyar Turmukhambetov, Yasir Latif, Tat-Jun Chin, Soohyun Bae arXiv_CV arXiv_CV Pose Summarization PDF
2021-05-06 Text similarity analysis for evaluation of descriptive answers Vedant Bahel, Achamma Thomas arXiv_CL arXiv_CL RNN Pose Summarization PDF
2021-05-06 Hone as You Read: A Practical Type of Interactive Summarization Tanner Bohn, Charles X. Ling arXiv_CL arXiv_CL Unsupervised Pose Summarization PDF
2021-05-05 Genetic Algorithms For Extractive Summarization William Chen, Kensal Ramos, Kalyan Naidu Mullaguri arXiv_AI arXiv_AI Action Deep_Learning Summarization PDF
2021-05-05 Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods Lifeng Han, Gareth J. F. Jones, Alan F. Smeaton arXiv_CL arXiv_CL Survey Summarization QA PDF
2021-05-04 Semantic Extractor-Paraphraser based Abstractive Summarization Anubhav Jangra, Raghav Jain, Vaibhav Mavi, Sriparna Saha, Pushpak Bhattacharyya arXiv_CL arXiv_CL Pose Summarization PDF
2021-05-01 MRCBert: A Machine Reading ComprehensionApproach for Unsupervised Summarization Saurabh Jain, Guokai Tang, Lim Sze Chi arXiv_AI arXiv_AI Unsupervised Transfer_Learning Bert Review Summarization PDF
2021-04-30 Summarization, Simplification, and Generation: The Case of Patents Silvia Casola, Alberto Lavelli arXiv_CL arXiv_CL Knowledge Survey Attention Summarization PDF
2021-04-30 The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang, Xia-Chong Feng, Xiao-Cheng Feng, Bing Qin arXiv_CL arXiv_CL Review Pose Survey Action Summarization PDF
2021-04-27 Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes Han-Chin Shing, Chaitanya Shivade, Nima Pourdamghani, Feng Nan, Philip Resnik, Douglas Oard, Parminder Bhatia arXiv_CL arXiv_CL Pose Summarization Medical PDF
2021-04-27 TRECVID 2020: A comprehensive campaign for evaluating video retrieval tasks across multiple application domains George Awad, Asad A. Butt, Keith Curtis, Jonathan Fiscus, Afzal Godil, Yooyoung Lee, Andrew Delgado, Jesse Zhang, Eliot Godard, Baptiste Chocot, Lukas Diduch, Jeffrey Liu, Alan F. Smeaton, Yvette Graham, Gareth J. F. Jones, Wessel Kraaij, Georges Quenot arXiv_AI arXiv_AI GAN Summarization Video_Retrieval PDF
2021-04-27 Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov arXiv_CL arXiv_CL Relation Summarization PDF
2021-04-26 GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization Jia-Hong Huang, Luka Murn, Marta Mrak, Marcel Worring arXiv_AI arXiv_AI Transformer Pose Attention Summarization PDF
2021-04-26 PanGu-$alpha$: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation Wei Zeng, Xiaozhe Ren, Teng Su, Hui Wang, Yi Liao, Zhiwei Wang, Xin Jiang, ZhenZhang Yang, Kaisheng Wang, Xiaoda Zhang, Chen Li, Ziyan Gong, Yifan Yao, Xinjing Huang, Jun Wang, Jianfeng Yu, Qi Guo, Yue Yu, Yan Zhang, Jin Wang, Hengtao Tao, Dasen Yan, Zexuan Yi, Fang Peng, Fangqing Jiang, Han Zhang, Lingfeng Deng, Yehong Zhang, Zhe Lin, Chao Zhang, Shaojie Zhang, Mingyue Guo, Shanzhi Gu, Gaojun Fan, Yaowei Wang, Xuefeng Jin, Qun Liu, Yonghong Tian arXiv_CL arXiv_CL Zero-Shot Pose Few-Shot Summarization Language_Model PDF
2021-04-23 Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevičius, Mantas Lukoševičius arXiv_CL arXiv_CL Transformer Summarization PDF
2021-04-23 Supervised Video Summarization via Multiple Feature Sets with Parallel Attention Junaid Ahmed Ghauri, Sherzod Hakimov, Ralph Ewerth arXiv_AI arXiv_AI Pose Classification Attention Summarization Image_Classification PDF
2021-04-23 Automated News Summarization Using Transformers Anushka Gupta, Diksha Chugh, Anjum, Rahul Katarya arXiv_CL arXiv_CL Transformer Text_Classification Classification Summarization Recommendation PDF
2021-04-21 Text Summarization of Czech News Articles Using Named Entities Petr Marek, Štěpán Müller, Jakub Konrád, Petr Lorenc, Jan Pichl, Jan Šedivý arXiv_AI arXiv_AI Pose Summarization PDF
2021-04-20 Multi-objective Evolutionary Algorithms are Generally Good: Maximizing Monotone Submodular Functions over Sequences Chao Qian, Dan-Xuan Liu, Chao Feng, Ke Tang arXiv_AI arXiv_AI Tracking Optimization Sparse Pose Summarization Recommendation PDF
2021-04-20 Identifying Helpful Sentences in Product Reviews Iftah Gamzu, Hila Gonen, Gilad Kutiel, Ran Levy, Eugene Agichtein arXiv_CL arXiv_CL Review Sentiment Summarization PDF
2021-04-19 Code Structure Guided Transformer for Source Code Summarization Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lun Yiu Nie, Xin Xia arXiv_CL arXiv_CL Transformer Pose Attention Summarization PDF
2021-04-19 Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen, Fan Zhang, Kazoo Sone, Dan Roth arXiv_CL arXiv_CL Pose Summarization PDF
2021-04-18 Attention-based Clinical Note Summarization Neel Kanwal, Giuseppe Rizzo arXiv_AI arXiv_AI Embedding Pose Action Attention Summarization Medical PDF
2021-04-18 On the Influence of Masking Policies in Intermediate Pre-training Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa arXiv_CL arXiv_CL Knowledge Summarization QA PDF
2021-04-18 mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang Xian-Ling Mao, Heyan Huang, Furu Wei arXiv_CL arXiv_CL Transformer Recognition Pose Classification Summarization PDF
2021-04-18 Generating Related Work Darsh J Shah, Regina Barzilay arXiv_CL arXiv_CL Face Survey Summarization PDF
2021-04-17 Transductive Learning for Abstractive News Summarization Arthur Bražinskas, Mengwen Liu, Ramesh Nallapati, Sujith Ravi, Markus Dreyer arXiv_AI arXiv_AI Pose Summarization Inference Language_Model PDF
2021-04-17 GupShup: An Annotated Corpus for Abstractive Summarization of Open-Domain Code-Switched Conversations Laiba Mehnaz, Debanjan Mahata, Rakesh Gosangi, Uma Sushmitha Gunturi, Riya Jain, Gauri Gupta, Amardeep Kumar, Isabelle Lee, Anish Acharya, Rajiv Ratn Shah arXiv_AI arXiv_AI Summarization PDF
2021-04-17 Multi-Perspective Abstractive Answer Summarization Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Mona Diab arXiv_CL arXiv_CL Optimization Pose Summarization Prediction QA PDF
2021-04-16 Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs Jiaao Chen, Diyi Yang arXiv_CL arXiv_CL Pose Action Relation Attention Summarization PDF
2021-04-16 Unsupervised Extractive Summarization by Human Memory Simulation Ronald Cardenas, Matthias Galle, Shay B. Cohen arXiv_CL arXiv_CL Unsupervised Pose Face GAN Summarization PDF
2021-04-16 $Q^{2}$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Or Honovich, Leshem Choshen, Roee Aharoni, Ella Neeman, Idan Szpektor, Omri Abend arXiv_CL arXiv_CL Knowledge Pose Summarization Inference PDF
2021-04-16 IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio, Xiaohong Li, Adhiguna Kuncoro, Sebastian Ruder, Zhi Yuan Lim, Syafri Bahar, Masayu Leylia Khodra, Ayu Purwarianti, Pascale Fung arXiv_CL arXiv_CL Summarization Inference PDF
2021-04-16 ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang, Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan arXiv_CL arXiv_CL Summarization PDF
2021-04-15 A Survey of Recent Abstract Summarization Techniques Diyah Puspitaningrum arXiv_CL arXiv_CL Zero-Shot Pose Survey Summarization PDF
2021-04-15 Planning with Entity Chains for Abstractive Summarization Shashi Narayan, Yao Zhao, Joshua Maynez, Gonçalo Simoes, Ryan McDonald arXiv_CL arXiv_CL Transformer Pose Summarization Text_Generation PDF
2021-04-15 SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Fatema Rajani arXiv_CL arXiv_CL Summarization Prediction PDF
2021-04-15 Rethinking Automatic Evaluation in Sentence Simplification Thomas Scialom, Louis Martin, Jacopo Staiano, Éric Villemonte de la Clergerie, Benoît Sagot arXiv_CL arXiv_CL Bert Pose Relation Summarization PDF
2021-04-15 Hierarchical Learning for Generation with Long Source Sequences Tobias Rohde, Xiaoxia Wu, Yinhan Liu arXiv_CL arXiv_CL Transformer Classification Attention Summarization PDF
2021-04-15 AI supported Topic Modeling using KNIME-Workflows Jamal Al Qundus, Silvio Peikert, Adrian Paschke arXiv_AI arXiv_AI Knowledge Action Summarization PDF
2021-04-15 RefSum: Refactoring Neural Summarization Yixin Liu, Zi-Yi Dou, Pengfei Liu arXiv_CL arXiv_CL Pose Face Summarization PDF
2021-04-14 SummScreen: A Dataset for Abstractive Screenplay Summarization Mingda Chen, Zewei Chu, Sam Wiseman, Kevin Gimpel arXiv_CL arXiv_CL Pose Summarization PDF
2021-04-14 Predicting Discourse Trees from Transformer-based Neural Summarizers Wen Xiao, Patrick Huber, Giuseppe Carenini arXiv_CL arXiv_CL Transformer Attention Summarization PDF
2021-04-14 K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou arXiv_CL arXiv_CL Transformer Knowledge Self-Supervised Pose Summarization Language_Model PDF
2021-04-13 MS2: Multi-Document Summarization of Medical Studies Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Keuhl, Lucy Lu Wang arXiv_AI arXiv_AI Review Pose Summarization Medical PDF
2021-04-13 What's in your Head? Emergent Behaviour in Multi-Task Transformer Models Mor Geva, Uri Katz, Aviv Ben-Arie, Jonathan Berant arXiv_CL arXiv_CL Transformer Action Summarization Language_Model Prediction PDF
2021-04-13 QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir Radev arXiv_CL arXiv_CL Summarization PDF
2021-04-12 What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noémie Elhadad arXiv_CL arXiv_CL GAN Summarization PDF
2021-04-11 Constructing Contrastive samples via Summarization for Text Classification with limited annotations Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji arXiv_CL arXiv_CL Text_Classification Represenation_Learning Regularization Pose Contrastive_Learning Classification Summarization PDF
2021-04-09 Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal, Greg Durrett arXiv_CL arXiv_CL Detection Summarization PDF
2021-04-08 Nutribullets Hybrid: Multi-document Health Summarization Darsh J Shah, Lili Yu, Tao Lei, Regina Barzilay arXiv_CL arXiv_CL Face Relation Summarization Language_Model PDF
2021-04-07 Spotify at TREC 2020: Genre-Aware Abstractive Podcast Summarization Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones arXiv_CL arXiv_CL Pose Summarization PDF
2021-04-07 Automatic Generation of Descriptive Titles for Video Clips Using Deep Learning Soheyla Amirian, Khaled Rasheed, Thiab R. Taha, Hamid R. Arabnia arXiv_AI arXiv_AI Surveillance Video_Caption Pose Deep_Learning Summarization Caption PDF
2021-04-07 Enhancing Scientific Papers Summarization with Citation Graph Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang arXiv_CL arXiv_CL Pose Relation Summarization PDF
2021-04-06 Attention Head Masking for Inference Time Content Selection in Abstractive Summarization Shuyang Cao, Lu Wang arXiv_CL arXiv_CL Transformer Salient Relation Attention Summarization Inference PDF
2021-04-05 Efficient Attentions for Long Document Summarization Luyang Huang, Shuyang Cao, Nikolaus Parulian, Heng Ji, Lu Wang arXiv_CL arXiv_CL Transformer Salient Pose Attention Summarization PDF
2021-04-05 A New Approach to Overgenerating and Scoring Abstractive Summaries Kaiqiang Song, Bingqing Wang, Zhe Feng, Fei Liu arXiv_CL arXiv_CL Pose Summarization PDF
2021-04-05 Inference Time Style Control for Summarization Shuyang Cao, Lu Wang arXiv_CL arXiv_CL Transformer Pose Summarization Inference Prediction PDF
2021-04-03 Convex Aggregation for Opinion Summarization Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan arXiv_CL arXiv_CL Reconstruction Unsupervised Review Pose Summarization PDF
2021-04-01 'TL;DR:' Out-of-Context Adversarial Text Summarization and Hashtag Recommendation Peter Jachim, Filipo Sharevski, Emma Pieroni arXiv_CL arXiv_CL Adversarial Summarization Text_Generation Language_Model Recommendation PDF
2021-03-31 A Statistical Analysis of Summarization Evaluation Metrics using Resampling Methods Daniel Deutsch, Rotem Dror, Dan Roth arXiv_CL arXiv_CL Bert Pose Relation Summarization QA PDF
2021-03-29 TREC 2020 Podcasts Track Overview Rosie Jones, Ben Carterette, Ann Clifton, Maria Eskevich, Gareth J. F. Jones, Jussi Karlgren, Aasish Pappu, Sravana Reddy, Yongze Yu arXiv_CL arXiv_CL Deep_Learning Summarization PDF
2021-03-29 Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications Haw-Shiuan Chang, Amol Agrawal, Andrew McCallum arXiv_CL arXiv_CL Embedding Unsupervised Pose Face Summarization PDF
2021-03-29 Centrality Meets Centroid: A Graph-based Approach for Unsupervised Document Summarization Haopeng Zhang, Jiawei Zhang arXiv_CL arXiv_CL Unsupervised Pose Attention Summarization Matching PDF
2021-03-27 Multi-Robot Distributed Semantic Mapping in Unfamiliar Environments through Online Matching of Learned Representations Stewart Jamieson, Kaveh Fathian, Kasra Khosoussi, Jonathan P. How, Yogesh Girdhar arXiv_RO arXiv_RO Unsupervised Pose Summarization Matching PDF
2021-03-26 On the hidden treasure of dialog in video question answering Deniz Engin, Yannis Avrithis, Ngoc Q. K. Duong, François Schnitzler arXiv_CV arXiv_CV Transformer Video_Caption Knowledge VQA Attention Summarization QA PDF
2021-03-25 Mask Attention Networks: Rethinking and Strengthen Transformer Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang arXiv_CL arXiv_CL Transformer Represenation_Learning Pose Attention Summarization PDF
2021-03-25 Improving Online Forums Summarization via Unifying Hierarchical Attention Networks with Convolutional Neural Networks Sansiri Tarnpradab, Fereshteh Jafariakinabad, Kien A. Hua arXiv_CL arXiv_CL RNN Pose Attention Summarization CNN PDF
2021-03-23 SAFEval: Summarization Asks for Fact-based Evaluation Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang arXiv_CL arXiv_CL Bert Pose Relation Summarization PDF
2021-03-22 Nutri-bullets: Summarizing Health Studies by Composing Segments Darsh J Shah, Lili Yu, Tao Lei, Regina Barzilay arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2021-03-21 Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach Rui Xie, Wei Ye, Jinan Sun, Shikun Zhang arXiv_CL arXiv_CL Pose Relation Summarization Prediction PDF
2021-03-21 AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu, Zihan Liu, Pascale Fung arXiv_CL arXiv_CL Summarization PDF
2021-03-19 Extractive Summarization of Call Transcripts Pratik K. Biswas, Aleksandr Iakubovich arXiv_CL arXiv_CL Restoration Summarization PDF
2021-03-17 Learning Discriminative Prototypes with Dynamic Time Warping Xiaobin Chang, Frederick Tung, Greg Mori arXiv_CV arXiv_CV Segmentation Recognition Weakly_Supervised Pose Action Classification Deep_Learning Summarization PDF
2021-03-15 Siamese Network Features for Endoscopy Image and Video Localization Mohammad Reza Mohebbian, Seyed Shahim Vedaei, Khan A. Wahid, Paul Babyn arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning Detection Summarization CNN PDF
2021-03-15 DeepOPG: Improving Orthopantomogram Finding Summarization with Weak Supervision Tzu-Ming Hsu, Yin-Chih Wang arXiv_CV arXiv_CV Segmentation Reinforcement_Learning Pose Detection Summarization PDF
2021-03-14 Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting Chen Lin, Zhichao Ouyang, Junqing Zhuang, Jianqiang Chen, Hui Li, Rongxin Wu arXiv_AI arXiv_AI Transformer RNN Summarization PDF
2021-03-11 Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering Stan Peshterliev, Barlas Oguz, Debojeet Chatterjee, Hakan Inan, Vikas Bhardwaj arXiv_CL arXiv_CL Pose Summarization QA PDF
2021-03-11 MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng arXiv_CL arXiv_CL Transfer_Learning Summarization PDF
2021-03-10 Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang arXiv_CL arXiv_CL Detection Denoising Summarization PDF
2021-03-08 Few-Shot Learning of an Interleaved Text Summarization Model by Pretraining with Synthetic Data Sanjeev Kumar Karn, Francine Chen, Yan-Ying Chen, Ulli Waltinger, Hinrich Schuetze arXiv_CL arXiv_CL Transformer Bert Pose Few-Shot Summarization PDF
2021-03-05 OperA: Attention-Regularized Transformers for Surgical Phase Recognition Tobias Czempiel, Magdalini Paschali, Daniel Ostler, Seong Tae Kim, Benjamin Busam, Nassir Navab arXiv_AI arXiv_AI Transformer Recognition Regularization Attention Summarization PDF
2021-03-05 Multi-document Summarization using Semantic Role Labeling and Semantic Graph for Indonesian News Article Yuly Haruka Berliana Gunawan, Masayu Leylia Khodra arXiv_CL arXiv_CL Pose Action Summarization PDF
2021-03-05 IOT: Instance-wise Layer Reordering for Transformer Structures Jinhua Zhu, Lijun Wu, Yingce Xia, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu arXiv_AI arXiv_AI Transformer Pose Attention Summarization Inference PDF
2021-03-04 Visual Question Answering: which investigated applications? Silvio Barra, Carmen Bisogni, Maria De Marsico, Stefano Ricciardi arXiv_CV arXiv_CV Image_Caption Pose Survey VQA Summarization Caption QA PDF
2021-03-03 Detecting Extraneous Content in Podcasts Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour, Rosie Jones arXiv_CL arXiv_CL Summarization PDF
2021-03-02 Data Augmentation for Abstractive Query-Focused Multi-Document Summarization Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao arXiv_AI arXiv_AI Summarization PDF
2021-03-01 Long Document Summarization in a Low Resource Setting using Pretrained Language Models Ahsaas Bajaj, Pavitra Dangati, Kalpesh Krishna, Pradhiksha Ashok Kumar, Rheeya Uppaal, Bradford Windsor, Eliot Brenner, Dominic Dotterrer, Rajarshi Das, Andrew McCallum arXiv_CL arXiv_CL Salient Detection Summarization Language_Model PDF
2021-02-27 PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer arXiv_CV arXiv_CV Classification Summarization Image_Classification Matching PDF
2021-02-26 Neural Code Summarization Piyush Shrivastava arXiv_AI arXiv_AI Knowledge Pose Summarization Caption PDF
2021-02-24 Multichannel LSTM-CNN for Telugu Technical Domain Identification Sunil Gundapu, Radhika Mamidi arXiv_CL arXiv_CL RNN Pose Action Sentiment Summarization PDF
2021-02-22 Reinforcement Learning with Prototypical Representations Denis Yarats, Rob Fergus, Alessandro Lazaric, Lerrel Pinto arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Self-Supervised Pose Summarization PDF
2021-02-18 Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen, Hong-Han Shuai arXiv_CL arXiv_CL Transfer_Learning Knowledge Pose Summarization PDF
2021-02-18 Entity-level Factual Consistency of Abstractive Text Summarization Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cicero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen McKeown, Bing Xiang arXiv_AI arXiv_AI Pose Classification Summarization PDF
2021-02-16 Non-Autoregressive Text Generation with Pre-trained Language Models Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier arXiv_CL arXiv_CL Bert Pose Attention Summarization Text_Generation Inference Language_Model Prediction PDF
2021-02-16 Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet M. Onat Topal, Anil Bas, Imke van Heerden arXiv_CL arXiv_CL Transformer Bert RNN Attention Summarization Text_Generation Language_Model PDF
2021-02-15 MAPGN: MAsked Pointer-Generator network for sequence-to-sequence pre-training Mana Ihori, Naoki Makishima, Tomohiro Tanaka, Akihiko Takashima, Shota Orihashi, Ryo Masumura arXiv_CL arXiv_CL Self-Supervised Pose Summarization PDF
2021-02-14 A Difference-of-Convex Programming Approach With Parallel Branch-and-Bound For Sentence Compression Via A Hybrid Extractive Model Yi-Shuai Niu, Yu You, Wenxu Xu, Wentao Ding, Junpeng Hu, Songquan Yao arXiv_AI arXiv_AI Optimization Action Summarization Language_Model PDF
2021-02-12 Adaptive Sampling for Fast Constrained Maximization of Submodular Function Francesco Quinzan, Vanja Doskoč, Andreas Göbel, Tobias Friedrich arXiv_AI arXiv_AI Optimization Pose Summarization PDF
2021-02-11 Unsupervised Extractive Summarization using Pointwise Mutual Information Vishakh Padmakumar, He He arXiv_CL arXiv_CL Unsupervised Pose Summarization Medical Language_Model PDF
2021-02-11 Audiovisual Highlight Detection in Videos Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram arXiv_CV arXiv_CV Image_Caption Recognition Knowledge Detection Summarization PDF
2021-02-09 Decontextualization: Making Sentences Stand-Alone Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins arXiv_AI arXiv_AI Summarization PDF
2021-02-05 'I Don't Think So': Disagreement-Based Policy Summaries for Comparing Agents Yotam Amitai, Ofra Amir arXiv_AI arXiv_AI Pose Face Action Summarization Autonomous PDF
2021-01-31 Contextualized Rewriting for Text Summarization Guangsheng Bao, Yue Zhang arXiv_CL arXiv_CL Reinforcement_Learning Knowledge Summarization PDF
2021-01-30 Can We Automate Scientific Reviewing? Weizhe Yuan, Pengfei Liu, Graham Neubig arXiv_CL arXiv_CL Review Summarization PDF
2021-01-29 Fairness for Whom? Understanding the Reader's Perception of Fairness in Text Summarization Anurag Shandilya, Abhisek Dash, Abhijnan Chakraborty, Kripabandhu Ghosh, Saptarshi Ghosh arXiv_CL arXiv_CL Salient Pose Summarization Matching PDF
2021-01-28 DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song arXiv_CV arXiv_CV Pose Summarization Prediction PDF
2021-01-27 How to Evaluate a Summarizer: Study Design and Statistical Analysis for Manual Linguistic Quality Evaluation Julius Steen, Katja Markert arXiv_CL arXiv_CL Pose Survey Summarization PDF
2021-01-27 Efficient Video Summarization Framework using EEG and Eye-tracking Signals Sai Sukruth Bezugam, Swatilekha Majumdar, Chetan Ralekar, Tapan Kumar Gandhi arXiv_CV arXiv_CV Segmentation Tracking Pose Action Attention Summarization PDF
2021-01-26 Unsupervised Abstractive Summarization of Bengali Text Documents Radia Rayan Chowdhury, Mir Tafseer Nayeem, Tahsin Tasnim Mim, Md. Saifur Rahman Chowdhury, Taufiqul Jannat arXiv_CL arXiv_CL Unsupervised Speech Pose Summarization Language_Model PDF
2021-01-26 How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization Vishal Kaushal, Suraj Kothawade, Anshul Tomar, Rishabh Iyer, Ganesh Ramakrishnan arXiv_CV arXiv_CV Pose Quantitative Summarization PDF
2021-01-25 TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly arXiv_CL arXiv_CL Knowledge Action Summarization PDF
2021-01-21 Video Summarization: Study of various techniques Ravi Raj, Varad Bhatnagar, Aman Kumar Singh, Sneha Mane, Nilima Walde arXiv_CV arXiv_CV Summarization PDF
2021-01-18 Neural Abstractive Text Summarizer for Telugu Language Mohan Bharath B, Aravindh Gowtham B, Akhil M arXiv_CL arXiv_CL Pose Deep_Learning Attention Summarization PDF
2021-01-17 GENIE: A Leaderboard for Human-in-the-Loop Evaluation of Text Generation Daniel Khashabi, Gabriel Stanovsky, Jonathan Bragg, Nicholas Lourie, Jungo Kasai, Yejin Choi, Noah A. Smith, Daniel S. Weld arXiv_AI arXiv_AI Summarization Text_Generation PDF
2021-01-15 Video Summarization Using Deep Neural Networks: A Survey Evlampios Apostolidis, Eleni Adamantidou, Alexandros I. Metsai, Vasileios Mezaris, Ioannis Patras arXiv_CV arXiv_CV Review Survey Summarization PDF
2021-01-13 Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel, Nazneen Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré arXiv_AI arXiv_AI Adversarial Pose Action Sentiment Summarization PDF
2021-01-10 Summaformers @ LaySumm 20, LongSumm 20 Sayar Ghosh Roy, Nikhil Pinnaparaju, Risubh Jain, Manish Gupta, Vasudeva Varma arXiv_AI arXiv_AI Transformer Pose Deep_Learning Summarization PDF
2021-01-03 News Image Steganography: A Novel Architecture Facilitates the Fake News Identification Jizhe Zhou, Chi-Man Pun, Yu Tong arXiv_CV arXiv_CV Pose GAN Summarization PDF
2021-01-01 Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo arXiv_CL arXiv_CL Transformer Embedding Pose Summarization Language_Model PDF
2021-01-01 Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li, Percy Liang arXiv_CL arXiv_CL Pose Summarization Text_Generation Language_Model PDF
2020-12-31 BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Dayiheng Liu, Weizhu Chen, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, Ming Zhou, Nan Duan arXiv_CL arXiv_CL Pose Summarization PDF
2020-12-29 Abstractive Query Focused Summarization with Query-Free Resources Yumo Xu, Mirella Lapata arXiv_CL arXiv_CL Pose Summarization Inference PDF
2020-12-29 Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu arXiv_CL arXiv_CL Embedding Pose Face Relation Attention Summarization PDF
2020-12-29 SIT3: Code Summarization with Structure-Induced Transformer Hongqiu Wu, Hai Zhao, Min Zhang arXiv_CL arXiv_CL Transformer RNN Knowledge Pose Attention Summarization PDF
2020-12-29 A Theoretical Analysis of the Repetition Problem in Text Generation Zihao Fu, Wai Lam, Anthony Man-Cho So, Bei Shi arXiv_CL arXiv_CL Pose Quantitative Summarization Text_Generation Language_Model PDF
2020-12-28 On Generating Extended Summaries of Long Documents Sajad Sotudeh, Arman Cohan, Nazli Goharian arXiv_CL arXiv_CL Salient Action Summarization PDF
2020-12-24 Am I Rare? An Intelligent Summarization Approach for Identifying Hidden Anomalies Samira Ghodratnama, Mehrdad Zakershahrak, Fariborz Sobhanmanesh arXiv_AI arXiv_AI Pose Detection Summarization PDF
2020-12-24 Adaptive Summaries: A Personalized Concept-based Summarization Approach by Learning from Users' Feedback Samira Ghodratnama, Mehrdad Zakershahrak, Fariborz Sobhanmanesh arXiv_AI arXiv_AI Pose Action Summarization PDF
2020-12-23 Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo, Wei Qiu, Yizhong Wang, Trevor Cohen arXiv_CL arXiv_CL Knowledge Review Summarization Medical PDF
2020-12-22 Simple-QE: Better Automatic Quality Estimation for Text Simplification Reno Kriz, Marianna Apidianaki, Chris Callison-Burch arXiv_CL arXiv_CL Bert Pose Summarization PDF
2020-12-22 Few-Shot Text Generation with Pattern-Exploiting Training Timo Schick, Hinrich Schütze arXiv_CL arXiv_CL Text_Classification Pose Classification Few-Shot Summarization Text_Generation Language_Model PDF
2020-12-22 NetReAct: Interactive Learning for Network Summarization Sorour E. Amiri, Bijaya Adhikari, John Wenskovitch, Alexander Rodriguez, Michelle Dowling, Chris North, B. Aditya Prakash arXiv_AI arXiv_AI Reinforcement_Learning Summarization PDF
2020-12-21 Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization Mehrdad Farahani, Mohammad Gharachorloo, Mohammad Manthouri arXiv_CL arXiv_CL Transformer Bert Pose Summarization PDF
2020-12-19 Self-Supervision based Task-Specific Image Collection Summarization Anurag Singh, Deepak Kumar Sharma, Sudhir Kumar Sharma, Joel J. P. C. Rodrigues arXiv_CV arXiv_CV Embedding OCR Adversarial Pose Quantitative Classification Deep_Learning GAN Summarization Inference PDF
2020-12-17 Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization Jiho Noh, Ramakanth Kavuluru arXiv_CL arXiv_CL Bert Face Action Summarization Matching PDF
2020-12-14 Unsupervised Opinion Summarization with Content Planning Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata arXiv_CL arXiv_CL Unsupervised Review Deep_Learning Sentiment Summarization PDF
2020-12-14 What Makes a Good Summary? Reconsidering the Focus of Automatic Summarization Maartje ter Hoeve, Julia Kiseleva, Maarten de Rijke arXiv_AI arXiv_AI Pose Survey Summarization PDF
2020-12-14 Movie Summarization via Sparse Graph Construction Pinelopi Papalampidi, Frank Keller, Mirella Lapata arXiv_CV arXiv_CV Sparse Pose Relation Summarization PDF
2020-12-14 Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu arXiv_CL arXiv_CL Salient Pose Summarization PDF
2020-12-14 Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu arXiv_CL arXiv_CL Unsupervised Pose Denoising Summarization PDF
2020-12-14 Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Seanie Lee, Dong Bok Lee, Sung Ju Hwang arXiv_CL arXiv_CL Transformer Adversarial Pose Contrastive_Learning Summarization Text_Generation PDF
2020-12-08 Fact-Enhanced Synthetic News Generation Kai Shu, Yichuan Li, Kaize Ding, Huan Liu arXiv_CL arXiv_CL Summarization Text_Generation PDF
2020-12-08 Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, Mirella Lapata arXiv_CL arXiv_CL Transformer Unsupervised Review Pose Action Summarization PDF
2020-12-08 Cross-lingual Approach to Abstractive Summarization Aleš Žagar, Marko Robnik-Šikonja arXiv_CL arXiv_CL Summarization Language_Model PDF
2020-12-08 CTRLsum: Towards Generic Controllable Text Summarization Junxian He, Wojciech Kryściński, Bryan McCann, Nazneen Rajani, Caiming Xiong arXiv_CL arXiv_CL Pose Quantitative Summarization Inference PDF
2020-12-07 Using multiple ASR hypotheses to boost i18n NLU performance Charith Peris, Gokmen Oz, Khadige Abboud, Venkata sai Varada, Prashan Wanigasekara, Haidar Khan arXiv_AI arXiv_AI Recognition Speech Pose Classification Summarization Speech_Recognition PDF
2020-12-07 An Enhanced MeanSum Method For Generating Hotel Multi-Review Summarizations Saibo Geng, Diego Antognini arXiv_AI arXiv_AI Unsupervised Review Pose Sentiment Summarization PDF
2020-12-07 Topical Change Detection in Documents via Embeddings of Long Sequences Dennis Aumiller, Satya Almasian, Sebastian Lackner, Michael Gertz arXiv_CL arXiv_CL Transformer Segmentation Embedding Deep_Learning Detection Summarization Language_Model Prediction PDF
2020-12-07 Dialogue Discourse-Aware Graph Convolutional Networks for Abstractive Meeting Summarization Xiachong Feng, Xiaocheng Feng, Bing Qin, Xinwei Geng, Ting Liu arXiv_CL arXiv_CL Relation Summarization CNN PDF
2020-12-07 CX DB8: A queryable extractive summarizer and semantic search engine Allen Roush arXiv_CL arXiv_CL Embedding Unsupervised Summarization PDF
2020-12-04 A Benchmark Dataset for Understandable Medical Language Translation Junyu Luo, Zifei Zheng, Hanzhong Ye, Muchao Ye, Yaqing Wang, Quanzeng You, Cao Xiao, Fenglong Ma arXiv_CL arXiv_CL Bert Pose Deep_Learning Summarization Medical PDF
2020-12-03 Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! Wen Xiao, Patrick Huber, Giuseppe Carenini arXiv_CL arXiv_CL Transformer Pose Attention Summarization PDF
2020-12-03 Bengali Abstractive News Summarization: A Neural Attention Approach Prithwiraj Bhattacharjee, Avi Mallick, Md Saiful Islam, Marium-E-Jannat arXiv_AI arXiv_AI RNN Pose Quantitative Attention Summarization PDF
2020-12-01 Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks Shree Charran R, Rahul Kumar Dubey (Senior Member IEEE) arXiv_AI arXiv_AI Embedding Pose Classification Summarization Inference PDF
2020-12-01 ClimaText: A Dataset for Climate Change Topic Detection Francesco S. Varini, Jordan Boyd-Graber, Massimiliano Ciaramita, Markus Leippold arXiv_AI arXiv_AI Bert Detection Sentiment Summarization PDF
2020-12-01 Latent Programmer: Discrete Latent Codes for Program Synthesis Joey Hong, David Dohan, Rishabh Singh, Charles Sutton, Manzil Zaheer arXiv_AI arXiv_AI Self-Supervised Pose Summarization Prediction PDF
2020-12-01 A New Action Recognition Framework for Video Highlights Summarization in Sporting Events Cheng Yan, Xin Li, Guoqiang Li arXiv_CV arXiv_CV Recognition Pose Action_Recognition Action Summarization Activity Prediction PDF
2020-11-30 Systematically Exploring Redundancy Reduction in Summarizing Long Documents Wen Xiao, Giuseppe Carenini arXiv_CL arXiv_CL Pose GAN Summarization PDF
2020-11-27 FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto, Jey Han Lau, Timothy Baldwin arXiv_CL arXiv_CL Bert Pose Relation Summarization Language_Model Prediction QA PDF
2020-11-23 Siamese Tracking with Lingual Object Constraints Maximilian Filtenborg, Efstratios Gavves, Deepak Gupta arXiv_CV arXiv_CV Surveillance Tracking Object_Tracking Pose VQA Summarization PDF
2020-11-20 SalSum: Saliency-based Video Summarization using Generative Adversarial Networks George Pantazis, George Dimas, Dimitris K. Iakovidis arXiv_CV arXiv_CV Unsupervised Salient Adversarial Pose Attention GAN Summarization Medical PDF
2020-11-19 Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT Ruifeng Yuan, Zili Wang, Wenjie Li arXiv_CL arXiv_CL Bert Salient Pose Summarization PDF
2020-11-18 Ontology-based and User-focused Automatic Text Summarization : Using COVID-19 Risk Factors as an Example Po-Hsu Allen Chen, Amy Leibrand, Jordan Vasko, Mitch Gauthier arXiv_CL arXiv_CL Review Pose Ontology Summarization Medical PDF
2020-11-18 Introduction to Core-sets: an Updated Survey Dan Feldman arXiv_AI arXiv_AI Optimization Survey Summarization PDF
2020-11-16 A Two-Phase Approach for Abstractive Podcast Summarization Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan arXiv_CL arXiv_CL Pose Summarization PDF
2020-11-16 WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig arXiv_CL arXiv_CL Review Pose Face Sentiment Summarization PDF
2020-11-15 Open4Business: An Open Access Dataset for Summarizing Business Documents Amanpreet Singh, Niranjan Balasubramanian arXiv_AI arXiv_AI Pose Deep_Learning Summarization PDF
2020-11-14 DebateSum: A large-scale argument mining and summarization dataset Allen Roush, Arvind Balaji arXiv_CL arXiv_CL Transformer Speech Summarization PDF
2020-11-10 Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma, Wei Emma Zhang, Mingyu Guo, Hu Wang, Quan Z. Sheng arXiv_CL arXiv_CL Pose Survey Deep_Learning Summarization PDF
2020-11-09 Adversarial Semantic Collisions Congzheng Song, Alexander M. Rush, Vitaly Shmatikov arXiv_CL arXiv_CL Adversarial Summarization PDF
2020-11-09 Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks Natalia Vanetik, Marina Litvak, Sergey Shevchuk, Lior Reznik arXiv_CL arXiv_CL Embedding RNN Ontology Action Classification Deep_Learning Detection Summarization CNN PDF
2020-11-09 MAGNeto: An Efficient Deep Learning Method for the Extractive Tags Summarization Problem Hieu Trong Phung (1 and 2), Anh Tuan Vu (1), Tung Dinh Nguyen (1), Lam Thanh Do (1 and 2), Giang Nam Ngo (1), Trung Thanh Tran (1), Ngoc C. Lê (1 and 2) ((1) PIXTA Vietnam, Hanoi, Vietnam. (2) Hanoi University of Science and Technology, Ha Noi, Viet Nam.) arXiv_AI arXiv_AI Unsupervised Pose Deep_Learning Attention Summarization CNN PDF
2020-11-09 The UCF Podcast Summarization System at TREC 2020 Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu arXiv_CL arXiv_CL Summarization PDF
2020-11-08 Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation Metrics Manik Bhandari, Pranav Gour, Atabak Ashfaq, Pengfei Liu arXiv_AI arXiv_AI Summarization PDF
2020-11-06 Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining Grigorii Guz, Patrick Huber, Giuseppe Carenini arXiv_CL arXiv_CL Summarization Language_Model PDF
2020-11-06 What's New? Summarizing Contributions in Scientific Literature Hiroaki Hayashi, Wojciech Kryściński, Bryan McCann, Nazneen Rajani, Caiming Xiong arXiv_CL arXiv_CL Pose Summarization PDF
2020-11-05 Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou, Jiatao Gu, Mona Diab, Paco Guzman, Luke Zettlemoyer, Marjan Ghazvininejad arXiv_AI arXiv_AI Pose Detection Summarization Language_Model PDF
2020-11-03 Towards Automated Anamnesis Summarization: BERT-based Models for Symptom Extraction Anton Schäfer, Nils Blach, Oliver Rausch, Maximilian Warm, Nils Krüger arXiv_CL arXiv_CL Bert Pose Action Summarization PDF
2020-11-03 Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles Amanuel Alambo, Cori Lohstroh, Erik Madaus, Swati Padhee, Brandy Foster, Tanvi Banerjee, Krishnaprasad Thirunarayan, Michael Raymer arXiv_CL arXiv_CL Unsupervised Recognition Salient Pose Action Sentiment Summarization Text_Generation PDF
2020-11-03 WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang arXiv_CL arXiv_CL Weakly_Supervised Pose Summarization PDF
2020-11-02 Biased TextRank: Unsupervised Graph-Based Content Extraction Ashkan Kazemi, Verónica Pérez-Rosas, Rada Mihalcea arXiv_CL arXiv_CL Unsupervised Action Summarization PDF
2020-11-02 How Domain Terminology Affects Meeting Summarization Performance Jia Jin Koay, Alexander Roustai, Xiaojin Dai, Dillon Burns, Alec Kerrigan, Fei Liu arXiv_CL arXiv_CL Salient Knowledge GAN Summarization PDF
2020-11-02 Liputan6: A Large-scale Indonesian Dataset for Text Summarization Fajri Koto, Jey Han Lau, Timothy Baldwin arXiv_CL arXiv_CL Bert Pose Summarization Language_Model PDF
2020-11-01 Aspect-Based Argument Mining Dietrich Trautmann arXiv_CL arXiv_CL Segmentation Action Summarization PDF
2020-10-28 Quantified Facial Temporal-Expressiveness Dynamics for Affect Analysis Md Taufeeq Uddin, Shaun Canavan arXiv_CV arXiv_CV Recognition Pose Face Summarization PDF
2020-10-27 Fast Interleaved Bidirectional Sequence Generation Biao Zhang, Ivan Titov, Rico Sennrich arXiv_CL arXiv_CL Transformer Attention Summarization Inference PDF
2020-10-27 Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles Yao Lu, Yue Dong, Laurent Charlin arXiv_AI arXiv_AI Pose Summarization PDF
2020-10-27 QBSUM: a Large-Scale Query-Based Document Summarization Dataset from Real-world Applications Mingjun Zhao, Shengli Yan, Bang Liu, Xinwang Zhong, Qian Hao, Haolan Chen, Di Niu, Bowei Long, Weidong Guo arXiv_AI arXiv_AI Unsupervised Knowledge Pose Summarization Inference QA PDF
2020-10-24 Pre-trained Summarization Distillation Sam Shleifer, Alexander M. Rush arXiv_AI arXiv_AI Transformer Bert Knowledge Face Classification Summarization PDF
2020-10-24 Hierarchical Transformer for Task Oriented Dialog Systems Bishal Santra, Potnuru Anusha, Pawan Goyal arXiv_CL arXiv_CL Transformer Embedding RNN Pose Attention Summarization PDF
2020-10-24 ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin, Ashish Sabharwal, Tushar Khot arXiv_AI arXiv_AI Transformer Summarization Language_Model QA PDF
2020-10-24 Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq Joty, Dragomir Radev, Yashar Mehdad arXiv_CL arXiv_CL Unsupervised Zero-Shot Self-Supervised Few-Shot Summarization PDF
2020-10-24 Go Figure! A Meta Evaluation of Factuality in Summarization Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao arXiv_CL arXiv_CL Summarization Text_Generation PDF
2020-10-24 Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Yuning Mao, Xiang Ren, Heng Ji, Jiawei Han arXiv_CL arXiv_CL Pose Action Summarization PDF
2020-10-23 AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni, Sheide Chammas, Wan Zhu, Fei Sha, Eugene Ie arXiv_CL arXiv_CL Sketch Pose Summarization PDF
2020-10-23 Understanding the Extent to which Summarization Evaluation Metrics Measure the Information Quality of Summaries Daniel Deutsch, Dan Roth arXiv_CL arXiv_CL Bert Pose Summarization PDF
2020-10-23 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Moussa Kamal Eddine, Antoine J.-P. Tixier, Michalis Vazirgiannis arXiv_CL arXiv_CL Transfer_Learning Bert Knowledge Self-Supervised Summarization Language_Model PDF
2020-10-22 Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 Daiki Shirafuji, Hiromichi Kameya, Rafal Rzepka, Kenji Araki arXiv_CL arXiv_CL Embedding Bert Summarization QA PDF
2020-10-21 Learning to Summarize Long Texts with Memory Compression and Transfer Jaehong Park, Jonathan Pilault, Christopher Pal arXiv_CL arXiv_CL Transformer Regularization Salient Action Summarization PDF
2020-10-21 ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences Soumya Suvra Ghosal, Deepak P, Anna Jurek-Loughrey arXiv_AI arXiv_AI Embedding Unsupervised Pose Detection Relation Summarization PDF
2020-10-20 Better Highlighting: Creating Sub-Sentence Summary Highlights Sangwoo Cho, Kaiqiang Song, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu arXiv_CL arXiv_CL Summarization PDF
2020-10-20 Topic-Aware Abstractive Text Summarization Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan arXiv_CL arXiv_CL Transformer Self-Supervised Pose Attention Summarization PDF
2020-10-20 Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks Xiachong Feng, Xiaocheng Feng, Bing Qin, Ting Liu arXiv_CL arXiv_CL Zero-Shot Knowledge Summarization PDF
2020-10-19 Semi-supervised Batch Active Learning via Bilevel Optimization Zalán Borsos, Marco Tagliasacchi, Andreas Krause arXiv_SD arXiv_SD Optimization Pose Detection Summarization PDF
2020-10-19 Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization Tiezheng Yu, Dan Su, Wenliang Dai, Pascale Fung arXiv_CL arXiv_CL Summarization PDF
2020-10-19 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju, Ming Liu, Longxiang Gao, Shirui Pan arXiv_CL arXiv_CL Transformer Unsupervised Bert Summarization Language_Model PDF
2020-10-18 Covapixels Jeffrey Uhlmann arXiv_CV arXiv_CV Pose Summarization PDF
2020-10-18 TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve arXiv_CL arXiv_CL Transformer Unsupervised RNN Pose Denoising Summarization PDF
2020-10-18 Mixed-Lingual Pre-training for Cross-lingual Summarization Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL Optimization Pose Summarization Language_Model PDF
2020-10-17 Factual Error Correction for Abstractive Summarization Models Meng Cao, Yue Dong, Jiapeng Wu, Jackie Chi Kit Cheung arXiv_AI arXiv_AI Self-Supervised Pose Summarization PDF
2020-10-16 Make Lead Bias in Your Favor: Zero-shot Abstractive News Summarization Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL Zero-Shot Salient Self-Supervised Pose Summarization PDF
2020-10-16 Deep Submodular Networks for Extractive Data Summarization Suraj Kothawade, Jiten Girdhar, Chandrashekhar Lavania, Rishabh Iyer arXiv_CL arXiv_CL Pose Action Summarization PDF
2020-10-16 Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou arXiv_CL arXiv_CL Transformer Unsupervised Pose Attention Summarization PDF
2020-10-16 Lexicon-constrained Copying Network for Chinese Abstractive Summarization Boyan Wan, Zhuo Tang, Li Yang arXiv_CL arXiv_CL Transformer Pose Summarization PDF
2020-10-15 MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention Aman Khullar, Udit Arora arXiv_CV arXiv_CV Attention Summarization PDF
2020-10-15 GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig arXiv_CL arXiv_CL Pose Summarization PDF
2020-10-15 Compressive Summarization with Plausibility and Salience Modeling Shrey Desai, Jiacheng Xu, Greg Durrett arXiv_CL arXiv_CL Transformer Salient Pose Action Summarization PDF
2020-10-15 Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu, Shrey Desai, Greg Durrett arXiv_CL arXiv_CL Relation Attention Summarization Text_Generation Prediction PDF
2020-10-15 Multi-Task Learning for Cross-Lingual Abstractive Summarization Sho Takase, Naoaki Okazaki arXiv_CL arXiv_CL Transformer Pose Summarization PDF
2020-10-14 Dissecting the components and factors of Neural Text Generation Khyathi Raghavi Chandu, Alan W Black arXiv_CL arXiv_CL Image_Caption Survey Action Summarization Text_Generation Caption PDF
2020-10-14 Re-evaluating Evaluation in Text Summarization Manik Bhandari, Pranav Gour, Atabak Ashfaq, Pengfei Liu, Graham Neubig arXiv_CL arXiv_CL Summarization PDF
2020-10-14 Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach Bowen Tan, Lianhui Qin, Eric P. Xing, Zhiting Hu arXiv_CL arXiv_CL Knowledge Summarization PDF
2020-10-13 Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks Peng Cui, Le Hu, Yuanchao Liu arXiv_AI arXiv_AI Salient Pose Relation Summarization PDF
2020-10-13 KLearn: Background Knowledge Inference from Summarization Data Maxime Peyrard, Robert West arXiv_CL arXiv_CL Knowledge Attention Summarization Inference PDF
2020-10-12 Improving Text Generation with Student-Forcing Optimal Transport Guoyin Wang, Chunyuan Li, Jianqiao Li, Hao Fu, Yuh-Chen Lin, Liqun Chen, Yizhe Zhang, Chenyang Tao, Ruiyi Zhang, Wenlin Wang, Dinghan Shen, Qian Yang, Lawrence Carin arXiv_CL arXiv_CL Pose Summarization Text_Generation Language_Model PDF
2020-10-12 A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Himanshu Asnani, Rishabh Iyer arXiv_CV arXiv_CV Pose Summarization PDF
2020-10-12 Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal, Greg Durrett arXiv_CL arXiv_CL Pose Relation Summarization Text_Generation PDF
2020-10-12 VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan arXiv_CV arXiv_CV Pose Action Relation Attention Summarization PDF
2020-10-11 Quantitative Argument Summarization and Beyond: Cross-Domain Key Point Analysis Roy Bar-Haim, Yoav Kantor, Lilach Eden, Roni Friedman, Dan Lahav, Noam Slonim arXiv_CL arXiv_CL Salient Review Pose Survey Action Quantitative Summarization Matching PDF
2020-10-11 Connecting the Dots Between Fact Verification and Fake News Detection Qifei Li, Wangchunshu Zhou arXiv_AI arXiv_AI Bert Zero-Shot Pose Detection Summarization Language_Model PDF
2020-10-11 CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang arXiv_CL arXiv_CL Unsupervised Knowledge Summarization PDF
2020-10-09 Mark-Evaluate: Assessing Language Generation using Population Estimation Methods Gonçalo Mordido, Christoph Meinel arXiv_AI arXiv_AI Pose Relation Summarization PDF
2020-10-09 What Have We Achieved on Text Summarization? Dandan Huang, Leyang Cui, Sen Yang, Guangsheng Bao, Kun Wang, Jun Xie, Yue Zhang arXiv_CL arXiv_CL Deep_Learning Summarization PDF
2020-10-09 Q-learning with Language Model for Edit-based Unsupervised Summarization Ryosuke Kohita, Akifumi Wachi, Yang Zhao, Ryuki Tachibana arXiv_CL arXiv_CL Unsupervised Reinforcement_Learning Pose Action