Summarization

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
2021-04-21 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 Summarization Language_Model PDF
2020-10-08 Multi-hop Inference for Question-driven Summarization Yang Deng, Wenxuan Zhang, Wai Lam arXiv_CL arXiv_CL Pose Relation Summarization Inference QA PDF
2020-10-08 Learning to Fuse Sentences with Transformers for Summarization Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu arXiv_CL arXiv_CL Transformer Knowledge Pose Summarization PDF
2020-10-08 A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu arXiv_CL arXiv_CL Pose Face Summarization Text_Generation PDF
2020-10-07 TeaForN: Teacher-Forcing with N-grams Sebastian Goodman, Nan Ding, Radu Soricut arXiv_CL arXiv_CL Pose Summarization Prediction PDF
2020-10-07 ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization Tzuf Paz-Argaman, Yuval Atzmon, Gal Chechik, Reut Tsarfaty arXiv_CL arXiv_CL Recognition Zero-Shot Knowledge Pose Attention Summarization PDF
2020-10-07 WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization Faisal Ladhak, Esin Durmus, Claire Cardie, Kathleen McKeown arXiv_CL arXiv_CL Pose Summarization Inference PDF
2020-10-06 Stepwise Extractive Summarization and Planning with Structured Transformers Shashi Narayan, Joshua Maynez, Jakub Adamek, Daniele Pighin, Blaž Bratanič, Ryan McDonald arXiv_CL arXiv_CL Transformer Bert Pose Summarization Text_Generation PDF
2020-10-06 Discovery data topology with the closure structure. Theoretical and practical aspects Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli arXiv_AI arXiv_AI Unsupervised Pose Summarization PDF
2020-10-06 SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy Umanga Bista, Alexander Patrick Mathews, Aditya Krishna Menon, Lexing Xie arXiv_CL arXiv_CL Unsupervised Knowledge Summarization PDF
2020-10-06 Multi-Fact Correction in Abstractive Text Summarization Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, Jackie Chi Kit Cheung, Jingjing Liu arXiv_CL arXiv_CL Knowledge Pose Face Summarization PDF
2020-10-05 JSSS: free Japanese speech corpus for summarization and simplification Shinnosuke Takamichi, Mamoru Komachi, Naoko Tanji, Hiroshi Saruwatari arXiv_SD arXiv_SD Speech Summarization PDF
2020-10-05 Corpora Evaluation and System Bias Detection in Multi-document Summarization Alvin Dey, Tanya Chowdhury, Yash Kumar Atri, Tanmoy Chakraborty arXiv_CL arXiv_CL Review Detection Summarization PDF
2020-10-05 Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji arXiv_CL arXiv_CL Unsupervised Bert Pose Contrastive_Learning Summarization PDF
2020-10-04 Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen, Diyi Yang arXiv_CL arXiv_CL Pose Face Action Attention Summarization PDF
2020-10-04 SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization Yue Yu, Kexin Huang, Chao Zhang, Lucas M. Glass, Jimeng Sun, Cao Xiao arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Detection Relation Attention Summarization Medical Prediction PDF
2020-10-02 Understanding the Predictability of Gesture Parameters from Speech and their Perceptual Importance Ylva Ferstl, Michael Neff, Rachel McDonnell arXiv_CV arXiv_CV Gesture Speech Relation Summarization PDF
2020-10-01 Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth arXiv_CL arXiv_CL Pose Summarization QA PDF
2020-09-30 Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao, Yanru Qu, Yiqing Xie, Xiang Ren, Jiawei Han arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Summarization PDF
2020-09-29 Building Legal Case Retrieval Systems with Lexical Matching and Summarization using A Pre-Trained Phrase Scoring Model Vu Tran, Minh Le Nguyen, Ken Satoh arXiv_CL arXiv_CL Action Summarization Matching PDF
2020-09-28 Reducing Quantity Hallucinations in Abstractive Summarization Zheng Zhao, Shay B. Cohen, Bonnie Webber arXiv_CL arXiv_CL Summarization PDF
2020-09-27 VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection Liang Gou, Lincan Zou, Nanxiang Li, Michael Hofmann, Arvind Kumar Shekar, Axel Wendt, Liu Ren arXiv_CV arXiv_CV Represenation_Learning Adversarial Pose Action Detection Object_Detection Summarization CNN Autonomous PDF
2020-09-25 Online Learnable Keyframe Extraction in Videos and its Application with Semantic Word Vector in Action Recognition G M Mashrur E Elahi, Yee-Hong Yang arXiv_CV arXiv_CV Recognition Knowledge Pose Action_Recognition Action Classification Deep_Learning Summarization PDF
2020-09-25 XTE: Explainable Text Entailment Vivian S. Silva, André Freitas, Siegfried Handschuh arXiv_CL arXiv_CL Knowledge Pose Action Relation Summarization Inference Matching PDF
2020-09-25 Persian Keyphrase Generation Using Sequence-to-Sequence Models Ehsan Doostmohammadi, Mohammad Hadi Bokaei, Hossein Sameti arXiv_CL arXiv_CL Action Summarization PDF
2020-09-25 PerKey: A Persian News Corpus for Keyphrase Extraction and Generation Ehsan Doostmohammadi, Mohammad Hadi Bokaei, Hossein Sameti arXiv_CL arXiv_CL Unsupervised Action Summarization PDF
2020-09-23 Exploring global diverse attention via pairwise temporal relation for video summarization Ping Li, Qinghao Ye, Luming Zhang, Li Yuan, Xianghua Xu, Ling Shao arXiv_CV arXiv_CV RNN Pose Relation Attention Summarization CNN PDF
2020-09-22 PodSumm -- Podcast Audio Summarization Aneesh Vartakavi, Amanmeet Garg arXiv_CL arXiv_CL Review Pose Summarization PDF
2020-09-19 Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu, Rik Koncel-Kedziorski, Mari Ostendorf, Hannaneh Hajishirzi arXiv_CL arXiv_CL Salient Knowledge Knowledge_Graph Quantitative Relation Summarization PDF
2020-09-18 Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Li, Pavan Kapanipathi, Kartik Talamadupula arXiv_AI arXiv_AI Knowledge Attention Summarization Inference QA PDF
2020-09-18 Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan arXiv_AI arXiv_AI Knowledge Pose Summarization Medical PDF
2020-09-17 Evaluating Interactive Summarization: an Expansion-Based Framework Ori Shapira, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Yael Amsterdamer, Ido Dagan arXiv_CL arXiv_CL Pose Action Summarization PDF
2020-09-17 GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Jian Yin, Daxin Jiang, Ming Zhou arXiv_CL arXiv_CL Transformer Bert Detection Relation Attention Summarization Language_Model PDF
2020-09-17 Multi-modal Summarization for Video-containing Documents Xiyan Fu, Jun Wang, Zhenglu Yang arXiv_CL arXiv_CL Pose Attention Summarization PDF
2020-09-16 Text Generation by Learning from Off-Policy Demonstrations Richard Yuanzhe Pang, He He arXiv_CL arXiv_CL Reinforcement_Learning Optimization Sparse Pose Face Action Summarization Text_Generation PDF
2020-09-16 Unsupervised Summarization by Jointly Extracting Sentences and Keywords Zongyi Li, Xiaoqing Zheng arXiv_CL arXiv_CL Embedding Unsupervised Salient Pose Attention Summarization PDF
2020-09-15 Autoregressive Knowledge Distillation through Imitation Learning Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei arXiv_CL arXiv_CL Knowledge Summarization Inference PDF
2020-09-15 Noisy Self-Knowledge Distillation for Text Summarization Yang Liu, Sheng Shen, Mirella Lapata arXiv_CL arXiv_CL Knowledge Summarization PDF
2020-09-15 Attention-Aware Inference for Neural Abstractive Summarization Ye Ma, Lu Zong arXiv_CL arXiv_CL Transformer Pose NMT Attention Summarization Inference Prediction PDF
2020-09-15 Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes Xinyuan Zhang, Ruiyi Zhang, Manzil Zaheer, Amr Ahmed arXiv_CL arXiv_CL Unsupervised Pose Classification Relation Attention Summarization PDF
2020-09-11 Image Conditioned Keyframe-Based Video Summarization Using Object Detection Neeraj Baghel, Suresh C. Raikwar, Charul Bhatnagar arXiv_CV arXiv_CV Pose Detection Object_Detection Summarization PDF
2020-09-10 Sparsifying Transformer Models with Differentiable Representation Pooling Michał Pietruszka, Łukasz Borchmann, Filip Graliński arXiv_CL arXiv_CL Transformer Pose Attention Summarization PDF
2020-09-10 Modern Methods for Text Generation Dimas Munoz Montesinos arXiv_CL arXiv_CL Transformer Bert Text_Classification Classification Summarization Text_Generation PDF
2020-09-09 Aspect Classification for Legal Depositions Saurabh Chakravarty, Satvik Chekuri, Maanav Mehrotra, Edward A. Fox arXiv_CL arXiv_CL Segmentation Ontology Classification Summarization QA PDF
2020-09-08 Covid-Transformer: Detecting Trending Topics on Twitter Using Universal Sentence Encoder Meysam Asgari-Chenaghlu, Narjes Nikzad-Khasmakhi, Shervin Minaee arXiv_CL arXiv_CL Transformer Embedding Pose Deep_Learning Summarization PDF
2020-09-08 Negative Statements Considered Useful Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan arXiv_AI arXiv_AI Salient Knowledge Summarization Inference PDF
2020-09-02 Learning to summarize from human feedback Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul Christiano arXiv_AI arXiv_AI Reinforcement_Learning Attention Summarization Language_Model PDF
2020-09-01 SuperPAL: Supervised Proposition ALignment for Multi-Document Summarization and Derivative Sub-Tasks Ori Ernst, Ori Shapira, Ramakanth Pasunuru, Michael Lepioshkin, Jacob Goldberger, Mohit Bansal, Ido Dagan arXiv_CL arXiv_CL Pose Detection Summarization PDF
2020-08-31 $beta$-Cores: Robust Large-Scale Bayesian Data Summarization in the Presence of Outliers Dionysis Manousakas, Cecilia Mascolo arXiv_AI arXiv_AI Sparse Knowledge Pose Summarization Inference Prediction PDF
2020-08-25 Generating Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Byron C. Wallace, Sayantan Saha, Frank Soboczenski, Iain J. Marshall arXiv_CL arXiv_CL Review Pose Summarization Medical PDF
2020-08-24 A Baseline Analysis for Podcast Abstractive Summarization Chujie Zheng, Harry Jiannan Wang, Kunpeng Zhang, Ling Fan arXiv_CL arXiv_CL Summarization Recommendation PDF
2020-08-22 FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT Omar Mossad, Amgad Ahmed, Anandharaju Raju, Hari Karthikeyan, Zayed Ahmed arXiv_CL arXiv_CL Transformer Bert Pose Classification Deep_Learning Attention Summarization QA PDF
2020-08-21 Abstractive Summarization of Spoken andWritten Instructions with BERT Alexandra Savelieva, Bryan Au-Yeung, Vasanth Ramani arXiv_AI arXiv_AI Segmentation Transfer_Learning Bert Speech Summarization PDF
2020-08-19 Generating Categories for Sets of Entities Shuo Zhang, Krisztian Balog, Jamie Callan arXiv_CL arXiv_CL Knowledge Pose Summarization PDF
2020-08-19 Query Twice: Dual Mixture Attention Meta Learning for Video Summarization Junyan Wang, Yang Bai, Yang Long, Bingzhang Hu, Zhenhua Chai, Yu Guan, Xiaolin Wei arXiv_CV arXiv_CV Pose Quantitative Attention Summarization PDF
2020-08-01 Experiments in Extractive Summarization: Integer Linear Programming, Term/Sentence Scoring, and Title-driven Models Daniel Lee, Rakesh Verma, Avisha Das, Arjun Mukherjee arXiv_CL arXiv_CL Unsupervised Summarization PDF
2020-07-30 Leverage Unlabeled Data for Abstractive Speech Summarization with Self-Supervised Learning and Back-Summarization Paul Tardy, Louis de Seynes, François Hernandez, Vincent Nguyen, David Janiszek, Yannick Estève arXiv_CL arXiv_CL Speech Self-Supervised Denoising Summarization PDF
2020-07-29 Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework Vishal Kaushal, Suraj Kothawade, Rishabh Iyer, Ganesh Ramakrishnan arXiv_CV arXiv_CV Pose Quantitative Summarization PDF
2020-07-29 Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning Tianyu Liu arXiv_CV arXiv_CV Unsupervised Reinforcement_Learning Pose Summarization PDF
2020-07-28 Big Bird: Transformers for Longer Sequences Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed arXiv_CL arXiv_CL Transformer Bert Sparse Pose Deep_Learning Attention Summarization PDF
2020-07-27 A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization Li Wang, Junlin Yao, Yunzhe Tao, Li Zhong, Wei Liu, Qiang Du arXiv_CL arXiv_CL Optimization Pose Deep_Learning Summarization CNN Inference PDF
2020-07-24 SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri, Wojciech Kryściński, Bryan McCann, Richard Socher, Dragomir Radev arXiv_CL arXiv_CL Summarization PDF
2020-07-24 JUNLP@SemEval-2020 Task 9:Sentiment Analysis of Hindi-English code mixed data Avishek Garain, Sainik Kumar Mahata, Dipankar Das arXiv_CL arXiv_CL Pose Action Sentiment GAN Summarization PDF
2020-07-23 Product Title Generation for Conversational Systems using BERT Mansi Ranjit Mane, Shashank Kedia, Aditya Mantha, Stephen Guo, Kannan Achan arXiv_CL arXiv_CL Bert Speech Pose Summarization PDF
2020-07-22 Massive Multi-Document Summarization of Product Reviews with Weak Supervision Ori Shapira, Ran Levy arXiv_CL arXiv_CL Review Pose Summarization PDF
2020-07-17 SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression Jinming Zhao, Ming Liu, Longxiang Gao, Yuan Jin, Lan Du, He Zhao, He Zhang, Gholamreza Haffari arXiv_CL arXiv_CL Unsupervised Pose Summarization PDF
2020-07-17 SumGraph: Video Summarization via Recursive Graph Modeling Jungin Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn arXiv_CV arXiv_CV Unsupervised Pose Relation Summarization CNN PDF
2020-07-16 Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis Lingwei Wei, Dou Hu, Wei Zhou, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu arXiv_CL arXiv_CL Sentiment_Classification Pose Action Classification Sentiment Summarization PDF
2020-07-15 Dialect Diversity in Text Summarization on Twitter L. Elisa Celis, Vijay Keswani arXiv_CL arXiv_CL Pose Action Classification Summarization PDF
2020-07-15 Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation Paul Tardy, David Janiszek, Yannick Estève, Vincent Nguyen arXiv_CL arXiv_CL Summarization PDF
2020-07-10 SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics Daniel Deutsch, Dan Roth arXiv_CL arXiv_CL Face Summarization PDF
2020-07-09 Advances of Transformer-Based Models for News Headline Generation Alexey Bukhtiyarov, Ilya Gusev arXiv_CL arXiv_CL Transformer Recognition Bert Sentiment Summarization Language_Model PDF
2020-07-09 Contrastive Code Representation Learning Paras Jain, Ajay Jain, Tianjun Zhang, Pieter Abbeel, Joseph E. Gonzalez, Ion Stoica arXiv_AI arXiv_AI Unsupervised Bert Represenation_Learning Knowledge Self-Supervised Pose Contrastive_Learning Summarization Inference PDF
2020-07-07 Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jong Won Park arXiv_CL arXiv_CL Bert Pose Attention Summarization PDF
2020-07-06 EDSL: An Encoder-Decoder Architecture with Symbol-Level Features for Printed Mathematical Expression Recognition Yingnan Fu, Tingting Liu, Ming Gao, Aoying Zhou arXiv_CV arXiv_CV Image_Caption Transformer Reconstruction Segmentation Unsupervised Recognition Pose Relation Attention Summarization Caption Recommendation PDF
2020-07-03 Abstractive and mixed summarization for long-single documents Roger Barrull, Jugal Kalita arXiv_CL arXiv_CL Transformer Reinforcement_Learning RNN Summarization PDF
2020-07-02 Improving Event Detection using Contextual Word and Sentence Embeddings Mariano Maisonnave, Fernando Delbianco, Fernando Tohmé, Ana Maguitman, Evangelos Milios arXiv_CL arXiv_CL Embedding Bert Knowledge Pose Action Detection Summarization PDF
2020-06-27 A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov arXiv_CL arXiv_CL Reinforcement_Learning Zero-Shot Pose Summarization PDF
2020-06-27 Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose Summarization Language_Model Prediction PDF
2020-06-26 Pre-training via Paraphrasing Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer arXiv_CL arXiv_CL Reconstruction Unsupervised Zero-Shot Summarization Language_Model PDF
2020-06-26 Evaluation of Text Generation: A Survey Asli Celikyilmaz, Elizabeth Clark, Jianfeng Gao arXiv_CL arXiv_CL Pose Face Survey Summarization Text_Generation PDF
2020-06-26 Graph Optimal Transport for Cross-Domain Alignment Liqun Chen, Zhe Gan, Yu Cheng, Linjie Li, Lawrence Carin, Jingjing Liu arXiv_CV arXiv_CV Image_Caption Sparse Pose VQA Attention Summarization Caption Matching PDF
2020-06-25 THEaiTRE: Artificial Intelligence to Write a Theatre Play Rudolf Rosa, Ondřej Dušek, Tom Kocmi, David Mareček, Tomáš Musil, Patrícia Schmidtová, Dominik Jurko, Ondřej Bojar, Daniel Hrbek, David Košťák, Martina Kinská, Josef Doležal, Klára Vosecká arXiv_CL arXiv_CL Review Summarization Language_Model PDF
2020-06-25 LPar -- A Distributed Multi Agent platform for building Polyglot, Omni Channel and Industrial grade Natural Language Interfaces Pranav Sharma arXiv_CL arXiv_CL Knowledge Knowledge_Graph Face Summarization PDF
2020-06-25 Extract with Order for Coherent Multi-Document Summarization Mir Tafseer Nayeem, Yllias Chali arXiv_CL arXiv_CL Pose Summarization PDF
2020-06-24 Comprehensive Information Integration Modeling Framework for Video Titling Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Tan Jiang, Jingren Zhou, Hongxia Yang, Fei Wu arXiv_CV arXiv_CV Video_Caption Pose Action Summarization Caption PDF
2020-06-20 Memory Transformer Mikhail S. Burtsev, Grigory V. Sapunov arXiv_AI arXiv_AI Transformer RNN Pose Attention Summarization Language_Model PDF
2020-06-19 Dataset for Automatic Summarization of Russian News Ilya Gusev arXiv_CL arXiv_CL Summarization PDF
2020-06-18 SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization Yao Zhao, Mohammad Saleh, Peter J.Liu arXiv_CL arXiv_CL Transformer Sparse RNN Pose Attention Summarization PDF
2020-06-17 CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir Radev, Richard Socher arXiv_AI arXiv_AI Bert Pose Summarization PDF
2020-06-15 DynE: Dynamic Ensemble Decoding for Multi-Document Summarization Chris Hokamp, Demian Gholipour Ghalandari, Nghia The Pham, John Glover arXiv_CL arXiv_CL Pose Summarization PDF
2020-06-15 Multi-Image Summarization: Textual Summary from a Set of Cohesive Images Nicholas Trieu, Sebastian Goodman, Pradyumna Narayana, Kazoo Sone, Radu Soricut arXiv_CV arXiv_CV Image_Caption Transformer Embedding Pose Summarization Caption PDF
2020-06-15 SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning Gencer Sumbul, Sonali Nayak, Begüm Demir arXiv_CV arXiv_CV Image_Caption RNN Pose Summarization Caption CNN PDF
2020-06-10 Understanding Points of Correspondence between Sentences for Abstractive Summarization Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu arXiv_CL arXiv_CL Summarization PDF
2020-06-09 Automatic Code Summarization via Multi-dimensional Semantic Fusing in GNN Shangqing Liu, Yu Chen, Xiaofei Xie, Jing Kai Siow, Yang Liu arXiv_AI arXiv_AI Knowledge Pose Action Relation Attention Summarization PDF
2020-06-09 Combination of abstractive and extractive approaches for summarization of long scientific texts Vladislav Tretyak arXiv_CL arXiv_CL Transformer Summarization Language_Model PDF
2020-06-09 Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews Rajdeep Mukherjee, Hari Chandana Peruri, Uppada Vishnu, Pawan Goyal, Sourangshu Bhattacharya, Niloy Ganguly arXiv_CL arXiv_CL Unsupervised Review Pose Summarization PDF
2020-06-08 ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano arXiv_CL arXiv_CL Reinforcement_Learning Knowledge Adversarial Pose GAN Summarization Text_Generation Inference PDF
2020-06-08 ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation Dongling Xiao, Han Zhang, Yukun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL Pose Relation Attention Summarization Inference QA PDF
2020-06-07 Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces Chong You, Chi Li, Daniel P. Robinson, Rene Vidal arXiv_CV arXiv_CV Unsupervised Pose Action Summarization PDF
2020-06-07 Pre-training Polish Transformer-based Language Models at Scale Sławomir Dadas, Michał Perełkiewicz, Rafał Poświata arXiv_CL arXiv_CL Transformer Bert Classification Summarization Language_Model PDF
2020-06-03 Visual Summarization of Lecture Video Segments for Enhanced Navigation Mohammad Rajiur Rahman, Jaspal Subhlok, Shishir Shah arXiv_CV arXiv_CV Survey Summarization PDF
2020-06-03 Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 Virapat Kieuvongngam, Bowen Tan, Yiming Niu arXiv_CL arXiv_CL Bert Summarization Medical PDF
2020-06-02 PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang, Yao Zhao, Mohammad Saleh, Peter J. Liu arXiv_CL arXiv_CL Transformer Self-Supervised Pose Summarization PDF
2020-06-02 A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss Hou Pong Chan, Wang Chen, Irwin King arXiv_CL arXiv_CL Sentiment_Classification Review Pose Classification Sentiment Summarization PDF
2020-06-02 Transfoming Multi-Concept Attention into Video Summarization Yen-Ting Liu*, Yu-Jhe Li*, Yu-Chiang Frank Wang arXiv_CV arXiv_CV Pose Quantitative Attention Summarization PDF
2020-06-01 An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features Shi-Yan Weng, Tien-Hong Lo, Berlin Chen arXiv_CL arXiv_CL Transformer Embedding Recognition Bert Speech Pose Summarization Speech_Recognition Language_Model PDF
2020-06-01 NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg Joshua Bambrick, Minjie Xu, Andy Almonte, Igor Malioutov, Guim Perarnau, Vittorio Selo, Iat Chong Chan arXiv_CL arXiv_CL Summarization PDF
2020-05-30 Topic Detection and Summarization of User Reviews Pengyuan Li, Lei Huang, Guang-jie Ren arXiv_CL arXiv_CL Review Pose Face Detection Sentiment Summarization PDF
2020-05-29 ExplainIt: Explainable Review Summarization with Opinion Causality Graphs Nofar Carmeli, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Yuliang Li, Jinfeng Li, Wang-Chiew Tan arXiv_CL arXiv_CL Unsupervised Review Relation GAN Summarization PDF
2020-05-25 Deep Learning Models for Automatic Summarization Pirmin Lemberger arXiv_CL arXiv_CL Transformer Reinforcement_Learning Knowledge Review Deep_Learning Summarization PDF
2020-05-25 AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization Dongjun Wei, Yaxin Liu, Fuqing Zhu, Liangjun Zang, Wei Zhou, Yijun Lu, Songlin Hu arXiv_CL arXiv_CL Embedding RNN Knowledge Pose Action Attention Summarization PDF
2020-05-24 Adversarial NLI for Factual Correctness in Text Summarisation Models Mario Barrantes, Benedikt Herudek, Richard Wang arXiv_CL arXiv_CL Transformer Adversarial Summarization PDF
2020-05-23 Summarizing and Exploring Tabular Data in Conversational Search Shuo Zhang, Zhuyun Dai, Krisztian Balog, Jamie Callan arXiv_CL arXiv_CL Pose Summarization PDF
2020-05-20 Examining the State-of-the-Art in News Timeline Summarization Demian Gholipour Ghalandari, Georgiana Ifrim arXiv_CL arXiv_CL Pose Summarization PDF
2020-05-20 A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal Demian Gholipour Ghalandari, Chris Hokamp, Nghia The Pham, John Glover, Georgiana Ifrim arXiv_CL arXiv_CL Quantitative Summarization PDF
2020-05-20 Leveraging Graph to Improve Abstractive Multi-Document Summarization Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du arXiv_CL arXiv_CL Salient Pose Relation Summarization Language_Model PDF
2020-05-19 GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction Javad Rafiei Asl, Juan M. Banda arXiv_CL arXiv_CL Embedding Unsupervised Action Detection Summarization Medical Recommendation PDF
2020-05-19 Ultrasound Video Summarization using Deep Reinforcement Learning Tianrui Liu, Qingjie Meng, Athanasios Vlontzos, Jeremy Tan, Daniel Rueckert, Bernhard Kainz arXiv_CV arXiv_CV Reinforcement_Learning Attention Summarization Medical PDF
2020-05-18 Question-Driven Summarization of Answers to Consumer Health Questions Max Savery, Asma Ben Abacha, Soumya Gayen, Dina Demner-Fushman arXiv_CL arXiv_CL Deep_Learning Summarization Medical QA PDF
2020-05-17 Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky, Mor Naaman, Yoav Artzi arXiv_CL arXiv_CL Action Summarization PDF
2020-05-17 Syntactically Look-Ahead Attention Network for Sentence Compression Hidetaka Kamigaito, Manabu Okumura arXiv_CL arXiv_CL Tracking Pose Relation Attention Summarization PDF
2020-05-13 End-to-end Semantics-based Summary Quality Assessment for Single-document Summarization Forrest Sheng Bao, Hebi Li, Ge Luo, Cen Chen, Yinfei Yang, Minghui Qiu arXiv_CL arXiv_CL Pose Deep_Learning Relation Summarization PDF
2020-05-11 A Survey on Patch-based Synthesis: GPU Implementation and Optimization Hadi Abdi Khojasteh arXiv_CV arXiv_CV Optimization Survey Detection Object_Detection Denoising Summarization Matching PDF
2020-05-10 From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan arXiv_CL arXiv_CL Survey Attention Summarization PDF
2020-05-08 Text Synopsis Generation for Egocentric Videos Aidean Sharghi, Niels da Vitoria Lobo, Mubarak Shah arXiv_CV arXiv_CV Weakly_Supervised Pose Summarization Matching PDF
2020-05-07 FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus, He He, Mona Diab arXiv_CL arXiv_CL Embedding Pose Relation Summarization QA PDF
2020-05-07 SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization Yang Gao, Wei Zhao, Steffen Eger arXiv_CL arXiv_CL Embedding Unsupervised Reinforcement_Learning Salient Pose Summarization PDF
2020-05-06 TAG : Type Auxiliary Guiding for Code Comment Generation Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen arXiv_CL arXiv_CL Reinforcement_Learning Pose Summarization PDF
2020-05-05 Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization Rahul Jha, Keping Bi, Yang Li, Mahdi Pakdaman, Asli Celikyilmaz, Ivan Zhibodev, Kieran McDonald arXiv_CL arXiv_CL Summarization PDF
2020-05-05 OpinionDigest: A Simple Framework for Opinion Summarization Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis, Wang-Chiew Tan arXiv_CL arXiv_CL Transformer Review Action Sentiment Summarization PDF
2020-05-04 Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak, Bryan Li, Yaser Al-Onaizan, Kathleen McKeown arXiv_CL arXiv_CL Summarization PDF
2020-05-04 Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert arXiv_CL arXiv_CL Unsupervised Optimization Pose Action Summarization Language_Model PDF
2020-05-04 From Arguments to Key Points: Towards Automatic Argument Summarization Roy Bar-Haim, Lilach Eden, Roni Friedman, Yoav Kantor, Dan Lahav, Noam Slonim arXiv_CL arXiv_CL Pose Summarization PDF
2020-05-04 CAiRE-COVID: A Question Answering and Multi-Document Summarization System for COVID-19 Research Dan Su, Yan Xu, Tiezheng Yu, Farhad Bin Siddique, Elham J. Barezi, Pascale Fung arXiv_CL arXiv_CL Pose Deep_Learning Summarization QA PDF
2020-05-03 Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang, Lingfei Wu, Lu Wang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Summarization Language_Model PDF
2020-05-02 Improving Truthfulness of Headline Generation Kazuki Matsumaru, Sho Takase, Naoaki Okazaki arXiv_CL arXiv_CL Relation Summarization PDF
2020-05-02 Synthesizer: Rethinking Self-Attention in Transformer Models Yi Tay, Dara Bahri, Donald Metzler, Da-Cheng Juan, Zhe Zhao, Che Zheng arXiv_CL arXiv_CL Transformer Pose Action Attention Summarization Language_Model PDF
2020-05-02 On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez, Shashi Narayan, Bernd Bohnet, Ryan McDonald arXiv_CL arXiv_CL Summarization Text_Generation Language_Model PDF
2020-05-01 A Transformer-based Approach for Source Code Summarization Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang arXiv_AI arXiv_AI Transformer Relation Attention Summarization PDF
2020-05-01 HipoRank: Incorporating Hierarchical and Positional Information into Graph-based Unsupervised Long Document Extractive Summarization Yue Dong, Andrei Romascanu, Jackie C. K. Cheung arXiv_CL arXiv_CL Unsupervised Bert Pose Summarization PDF
2020-05-01 Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization Sajad Sotudeh, Nazli Goharian, Ross W. Filice arXiv_CL arXiv_CL Salient Summarization Medical PDF
2020-05-01 Neural Entity Summarization with Joint Encoding and Weak Supervision Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen arXiv_CL arXiv_CL Unsupervised Knowledge Knowledge_Graph Summarization PDF
2020-04-30 TLDR: Extreme Summarization of Scientific Documents Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld arXiv_CL arXiv_CL Knowledge Review Summarization Language_Model PDF
2020-04-30 MLSUM: The Multilingual Summarization Corpus Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano arXiv_CL arXiv_CL Summarization PDF
2020-04-30 Few-Shot Learning for Abstractive Multi-Document Opinion Summarization Arthur Bražinskas, Mirella Lapata, Ivan Titov arXiv_CL arXiv_CL Unsupervised Review Pose Sentiment Few-Shot Attention Summarization Language_Model PDF
2020-04-30 Self-Supervised and Controlled Multi-Document Opinion Summarization Hady Elsahar, Maximin Coavoux, Matthias Gallé, Jos Rozen arXiv_CL arXiv_CL Transformer Unsupervised Review Self-Supervised Pose Sentiment Summarization PDF
2020-04-30 CohEval: Benchmarking Coherence Models Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq Joty arXiv_CL arXiv_CL Pose Relation Summarization Language_Model Prediction PDF
2020-04-30 Improved Natural Language Generation via Loss Truncation Daniel Kang, Tatsunori Hashimoto arXiv_CL arXiv_CL Pose Action Summarization Language_Model PDF
2020-04-30 User-Guided Aspect Classification for Domain-Specific Texts Peiran Li, Fang Guo, Jingbo Shang arXiv_CL arXiv_CL Enhancement Text_Classification Review Pose Classification Sentiment Summarization Prediction PDF
2020-04-30 Text Segmentation by Cross Segment Attention Michal Lukasik, Boris Dadachev, Gonçalo Simões, Kishore Papineni arXiv_CL arXiv_CL Transformer Segmentation Pose Attention Summarization PDF
2020-04-29 Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee, Myeongcheol Shin, Taesun Whang, Seungwoo Cho, Byeongil Ko, Daniel Lee, Eunggyun Kim, Jaechoon Jo arXiv_CL arXiv_CL Salient Pose Relation Summarization PDF
2020-04-29 Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization Zhengyuan Liu, Ke Shi, Nancy Chen arXiv_CL arXiv_CL Pose Summarization PDF
2020-04-28 Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Salma Abdalla Hamad, Munazza Zaib, Nguyen H. Tran, Lina Yao, Nguyen Lu Dang Khoa arXiv_CL arXiv_CL Deep_Learning Attention Summarization Recommendation PDF
2020-04-27 Screenplay Summarization Using Latent Narrative Structure Pinelopi Papalampidi, Frank Keller, Lea Frermann, Mirella Lapata arXiv_CL arXiv_CL Unsupervised Pose Summarization PDF
2020-04-26 Experiments with LVT and FRE for Transformer model Ilshat Gibadullin, Aidar Valeev arXiv_CL arXiv_CL Transformer RNN Summarization PDF
2020-04-26 Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang arXiv_CL arXiv_CL Knowledge Relation Summarization PDF
2020-04-26 MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu, Jiaxin Pei, Hongtao Wu, Yiyu Liu, Chenliang Li arXiv_AI arXiv_AI Pose Classification Summarization PDF
2020-04-26 Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports Baoyu Jing, Zeya Wang, Eric Xing arXiv_CL arXiv_CL Pose Relation Summarization Medical PDF
2020-04-25 SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting Gengchen Mai, Krzysztof Janowicz, Ling Cai, Rui Zhu, Blake Regalia, Bo Yan, Meilin Shi, Ni Lao arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Summarization Prediction PDF
2020-04-25 All Word Embeddings from One Embedding Sho Takase, Sosuke Kobayashi arXiv_CL arXiv_CL Transformer Reconstruction Embedding Pose Summarization PDF
2020-04-25 Combining Word Embeddings and N-grams for Unsupervised Document Summarization Zhuolin Jiang, Manaj Srivastava, Sanjay Krishna, David Akodes, Richard Schwartz arXiv_CL arXiv_CL Transformer Embedding Unsupervised Summarization Matching PDF
2020-04-24 Lite Transformer with Long-Short Range Attention Zhanghao Wu, Zhijian Liu, Ji Lin, Yujun Lin, Song Han arXiv_CL arXiv_CL Transformer NAS Quantization Relation Attention Summarization Language_Model PDF
2020-04-24 On Sparsifying Encoder Outputs in Sequence-to-Sequence Models Biao Zhang, Ivan Titov, Rico Sennrich arXiv_CL arXiv_CL Transformer Speech Summarization PDF
2020-04-24 Exploring Explainable Selection to Control Abstractive Generation Wang Haonan, Gao Yang, Bai Yu, Mirella Lapata, Huang Heyan arXiv_CL arXiv_CL Transformer Bert Pose Action Attention Summarization PDF
2020-04-23 QURIOUS: Question Generation Pretraining for Text Generation Shashi Narayan, Gonçalo Simoes, Ji Ma, Hannah Craighead, Ryan Mcdonald arXiv_CL arXiv_CL Pose Summarization Text_Generation Language_Model PDF
2020-04-22 Residual Energy-Based Models for Text Generation Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato arXiv_CL arXiv_CL Bert Summarization Text_Generation Language_Model PDF
2020-04-21 Unsupervised Opinion Summarization with Noising and Denoising Reinald Kim Amplayo, Mirella Lapata arXiv_CL arXiv_CL Unsupervised Salient Review Deep_Learning Denoising Summarization PDF
2020-04-21 Neural Abstractive Summarization with Structural Attention Tanya Chowdhury, Sachin Kumar, Tanmoy Chakraborty arXiv_AI arXiv_AI RNN Pose Attention Summarization QA PDF
2020-04-21 Word Embedding-based Text Processing for Comprehensive Summarization and Distinct Information Extraction Xiangpeng Wan, Hakim Ghazzai, Yehia Massoud arXiv_CL arXiv_CL Embedding Review Pose Action Detection Relation Summarization PDF
2020-04-19 Extractive Summarization as Text Matching Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang arXiv_CL arXiv_CL Relation Summarization Matching PDF
2020-04-14 Probabilistic Model of Narratives Over Topical Trends in Social Media: A Discrete Time Model Toktam A. Oghaz, Ece C. Mutlu, Jasser Jasser, Niloofar Yousefi, Ivan Garibay arXiv_CL arXiv_CL Pose Action Summarization Activity PDF
2020-04-14 Extending Text Informativeness Measures to Passage Interestingness Evaluation Carlos-Emiliano González-Gallardo, Eric SanJuan, Juan-Manuel Torres-Moreno arXiv_CL arXiv_CL Embedding Summarization PDF
2020-04-14 PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang arXiv_CL arXiv_CL Transformer Bert Self-Supervised Denoising Summarization Language_Model PDF
2020-04-13 Generating Representative Headlines for News Stories Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, Hongkun Yu, You Wu, Cong Yu, Daniel Finnie, Jiaqi Zhai, Nicholas Zukoski arXiv_AI arXiv_AI Salient Pose Attention Summarization PDF
2020-04-13 A Divide-and-Conquer Approach to the Summarization of Academic Articles Alexios Gidiotis, Grigorios Tsoumakas arXiv_CL arXiv_CL RNN Summarization PDF
2020-04-13 AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz arXiv_CL arXiv_CL Summarization PDF
2020-04-13 Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder Yufei Tian, Jianfei Yu, Jing Jiang arXiv_CL arXiv_CL Reinforcement_Learning Review Pose Summarization PDF
2020-04-10 An In-depth Walkthrough on Evolution of Neural Machine Translation Rohan Jagtap, Dr. Sudhir N. Dhage arXiv_CL arXiv_CL Image_Caption Bert NMT Summarization Caption QA PDF
2020-04-09 A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Thiago G. da Silva, Andréa Carneiro Linhares arXiv_CL arXiv_CL Summarization PDF
2020-04-08 Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Wang, Kyunghyun Cho, Mike Lewis arXiv_CL arXiv_CL Pose Relation Summarization QA PDF
2020-04-07 Query-controllable Video Summarization Jia-Hong Huang, Marcel Worring arXiv_CV arXiv_CV Pose Deep_Learning Summarization PDF
2020-04-07 Automated Utterance Generation Soham Parikh, Quaizar Vohra, Mitul Tiwari arXiv_AI arXiv_AI Knowledge Pose Summarization PDF
2020-04-07 Windowing Models for Abstractive Summarization of Long Texts Leon Schüller, Florian Wilhelm, Nico Kreiling, Goran Glavaš arXiv_CL arXiv_CL Pose Summarization PDF
2020-04-07 Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization Piji Li, Lidong Bing, Zhongyu Wei, Wai Lam arXiv_CL arXiv_CL Unsupervised Pose Detection Attention Summarization PDF
2020-04-06 Query Focused Multi-Document Summarization with Distant Supervision Yumo Xu, Mirella Lapata arXiv_CL arXiv_CL Pose Action Relation Summarization PDF
2020-04-06 Improved Code Summarization via a Graph Neural Network Alexander LeClair, Sakib Haque, Linfgei Wu, Collin McMillan arXiv_CL arXiv_CL Summarization PDF
2020-04-06 At Which Level Should We Extract? An Empirical Study on Extractive Document Summarization Qingyu Zhou, Furu Wei, Ming Zhou arXiv_CL arXiv_CL Pose Action Summarization PDF
2020-04-06 Learning to Summarize Passages: Mining Passage-Summary Pairs from Wikipedia Revision Histories Qingyu Zhou, Furu Wei, Ming Zhou arXiv_CL arXiv_CL Pose Summarization PDF
2020-04-04 End-to-End Abstractive Summarization for Meetings Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL Optimization Pose Summarization PDF
2020-04-04 Graph Sequential Network for Reasoning over Sequences Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou arXiv_CL arXiv_CL Pose Attention Summarization QA PDF
2020-04-04 Hooks in the Headline: Learning to Generate Headlines with Controlled Styles Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii, Peter Szolovits arXiv_AI arXiv_AI Reconstruction Pose Action Summarization PDF
2020-04-04 STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization Yanyan Zou, Xingxing Zhang, Wei Lu, Furu Wei, Ming Zhou arXiv_CL arXiv_CL Transformer Pose Summarization PDF
2020-04-02 Audio Summarization with Audio Features and Probability Distribution Divergence Carlos-Emiliano González-Gallardo, Romain Deveaud, Eric SanJuan, Juan-Manuel Torres-Moreno arXiv_CL arXiv_CL Summarization PDF
2020-03-31 Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data Washington Ramos, Michel Silva, Edson Araujo, Leandro Soriano Marcolino, Erickson Nascimento arXiv_CV arXiv_CV Embedding Reinforcement_Learning Pose Attention Summarization PDF
2020-03-30 Amharic Abstractive Text Summarization Amr M. Zaki, Mahmoud I. Khalil, Hazem M. Abbas arXiv_AI arXiv_AI Pose Deep_Learning Summarization PDF
2020-03-29 BERT Fine-tuning For Arabic Text Summarization Khalid N. Elmadani, Mukhtar Elgezouli, Anas Showk arXiv_CL arXiv_CL Bert Summarization PDF
2020-03-29 Abstractive Summarization with Combination of Pre-trained Sequence-to-Sequence and Saliency Models Itsumi Saito, Kyosuke Nishida, Kosuke Nishida, Junji Tomita arXiv_CL arXiv_CL Salient Pose Summarization PDF
2020-03-29 Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling Dmitrii Aksenov, Julián Moreno-Schneider, Peter Bourgonje, Robert Schwarzenberg, Leonhard Hennig, Georg Rehm arXiv_AI arXiv_AI Transformer Bert Knowledge Pose Attention Summarization CNN Language_Model PDF
2020-03-26 Belief Propagation for Maximum Coverage on Weighted Bipartite Graph and Application to Text Summarization Hiroki Kitano, Koujin Takeda arXiv_CL arXiv_CL Pose Summarization PDF
2020-03-25 Learning Syntactic and Dynamic Selective Encoding for Document Summarization Haiyang Xu, Yahao He, Kun Han, Junwen Chen, Xiangang Li arXiv_CL arXiv_CL Embedding Salient Pose Summarization PDF
2020-03-24 Felix: Flexible Text Editing Through Tagging and Insertion Jonathan Mallinson, Aliaksei Severyn, Eric Malmi, Guillermo Garrido arXiv_CL arXiv_CL Self-Supervised Summarization Inference Language_Model PDF
2020-03-23 What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization Caleb Belth, Xinyi Zheng, Jilles Vreeken, Danai Koutra arXiv_AI arXiv_AI Unsupervised Knowledge Knowledge_Graph Pose Detection Summarization PDF
2020-03-20 TNT-KID: Transformer-based Neural Tagger for Keyword Identification Matej Martinc, Blaž Škrlj, Senja Pollak arXiv_CL arXiv_CL Transformer Unsupervised Action Summarization Language_Model PDF
2020-03-19 Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks Ali Balali, Masoud Asadpour, Ricardo Campos, Adam Jatowt arXiv_AI arXiv_AI Knowledge Pose Action Attention Summarization CNN PDF
2020-03-19 Boosting Factual Correctness of Abstractive Summarization with Knowledge Graph Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation GAN Summarization PDF
2020-03-18 Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization Haiyang Xu, Yun Wang, Kun Han, Baochang Ma, Junwen Chen, Xiangang Li arXiv_AI arXiv_AI Salient Pose Attention Summarization CNN PDF
2020-03-17 Self-Supervised Log Parsing Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao arXiv_AI arXiv_AI Embedding Tracking Unsupervised Self-Supervised Pose Action Detection Summarization Language_Model PDF
2020-03-08 DeepLENS: Deep Learning for Entity Summarization Qingxia Liu, Gong Cheng, Yuzhong Qu arXiv_AI arXiv_AI Unsupervised Knowledge Knowledge_Graph Deep_Learning Summarization PDF
2020-03-08 ESBM: An Entity Summarization BenchMark Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu arXiv_AI