Text_Generation

2022-09-27 EditEval: An Instruction-Based Benchmark for Text Improvements Jane Dwivedi-Yu, Timo Schick, Zhengbao Jiang, Maria Lomeli, Patrick Lewis, Gautier Izacard, Edouard Grave, Sebastian Riedel, Fabio Petroni arXiv_CL arXiv_CL Optimization Sparse Text_Generation PDF
2022-09-26 Informative Text Generation from Knowledge Triples Zihao Fu, Yijiang River Dong, Lidong Bing, Wai Lam arXiv_CL arXiv_CL Knowledge Pose Text_Generation PDF
2022-09-24 Controllable Text Generation for Open-Domain Creativity and Fairness Nanyun Peng arXiv_AI arXiv_AI Knowledge Face Summarization Text_Generation Language_Model PDF
2022-09-22 XF2T: Cross-lingual Fact-to-Text Generation for Low-Resource Languages Shivprasad Sagare, Tushar Abhishek, Bhavyajeet Singh, Anubhav Sharma, Manish Gupta, Vasudeva Varma arXiv_CL arXiv_CL Transformer Embedding Pose Text_Generation Medical PDF
2022-09-21 Assessing ASR Model Quality on Disordered Speech using BERTScore Jimmy Tobin, Qisheng Li, Subhashini Venugopalan, Katie Seaver, Richard Cave, Katrin Tomanek arXiv_CL arXiv_CL Recognition Bert Speech Action Speech_Recognition Text_Generation Prediction PDF
2022-09-17 Selective Token Generation for Few-shot Natural Language Generation Daejin Jo, Taehwan Kwon, Eun-Sol Kim, Sungwoong Kim arXiv_CL arXiv_CL Reinforcement_Learning Knowledge Pose Few-Shot Summarization Text_Generation Inference Language_Model PDF
2022-09-15 Graph-to-Text Generation with Dynamic Structure Pruning Liang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue, Binhua Li, Yongbin Li arXiv_CL arXiv_CL Pose Attention Text_Generation PDF
2022-09-13 Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows Keisuke Shirai, Atsushi Hashimoto, Taichi Nishimura, Hirotaka Kameko, Shuhei Kurita, Yoshitaka Ushiku, Shinsuke Mori arXiv_AI arXiv_AI Action Relation Text_Generation PDF
2022-09-10 OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu arXiv_CL arXiv_CL Pose Ontology Text_Generation Language_Model PDF
2022-09-07 SynSciPass: detecting appropriate uses of scientific text generation Domenic Rosati arXiv_CL arXiv_CL Classification Detection Object_Detection Text_Generation PDF
2022-09-06 Layer or Representation Space:What makes BERT-based Evaluation Metrics Robust? Doan Nam Long Vu, Nafise Sadat Moosavi, Steffen Eger arXiv_CL arXiv_CL Embedding Bert Relation Text_Generation PDF
2022-09-05 Bridging Music and Text with Crowdsourced Music Comments: A Sequence-to-Sequence Framework for Thematic Music Comments Generation Peining Zhang, Junliang Guo, Linli Xu, Mu You, Junming Yin arXiv_CL arXiv_CL Image_Caption Pose Text_Generation Caption CNN PDF
2022-09-04 Every picture tells a story: Image-grounded controllable stylistic story generation Holy Lovenia, Bryan Wilie, Romain Barraud, Samuel Cahyawijaya, Willy Chung, Pascale Fung arXiv_CL arXiv_CL Image_Caption Pose Action Text_Generation Caption PDF
2022-08-31 Unified Knowledge Prompt Pre-training for Customer Service Dialogues Keqing He, Jingang Wang, Chaobo Sun, Wei Wu arXiv_CL arXiv_CL Knowledge Pose Text_Generation PDF
2022-08-26 Nearest Neighbor Non-autoregressive Text Generation Ayana Niwa, Sho Takase, Naoaki Okazaki arXiv_CL arXiv_CL Transformer Pose Text_Generation PDF
2022-08-23 Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo, Menghua Lu, Gongshen Liu, Shilin Wang arXiv_CL arXiv_CL Pose Few-Shot Text_Generation Language_Model PDF
2022-08-21 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He, Baolin Peng, Liyang Lu, Song Wang, Jie Mei, Yang Liu, Ruochen Xu, Hany Hassan Awadalla, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang arXiv_AI arXiv_AI Zero-Shot Few-Shot Attention Summarization Text_Generation Language_Model PDF
2022-08-19 Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries Hai Dang, Karim Benharrak, Florian Lehmann, Daniel Buschek arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2022-08-19 Diverse Video Captioning by Adaptive Spatio-temporal Attention Zohreh Ghaderi, Leonard Salewski, Hendrik P. A. Lensch arXiv_CV arXiv_CV Transformer Video_Caption Relation Attention Text_Generation Caption Inference PDF
2022-08-17 Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui arXiv_AI arXiv_AI Reinforcement_Learning Optimization Knowledge Knowledge_Graph Pose Relation Attention Text_Generation PDF
2022-08-15 ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion Mojtaba Moattari, Sahar Vahdati, Farhana Zulkernine arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Classification Relation Attention Text_Generation Inference Prediction PDF
2022-08-15 Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task Radostin Cholakov, Todor Kolev arXiv_AI arXiv_AI Enhancement Pose Text_Generation Language_Model PDF
2022-08-11 Domain-Specific Text Generation for Machine Translation Yasmin Moslem, Rejwanul Haque, John D. Kelleher, Andy Way arXiv_CL arXiv_CL Transformer Knowledge Pose Text_Generation Language_Model PDF
2022-08-11 A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan Jones, Enes Altuncu, Virginia N. L. Franqueira, Yichao Wang, Shujun Li arXiv_CL arXiv_CL Review Pose Survey Detection Text_Generation QA PDF
2022-08-09 High Recall Data-to-text Generation with Progressive Edit Choonghan Kim, Gary Geunbae Lee arXiv_AI arXiv_AI Transformer Text_Generation PDF
2022-08-01 SMART: Sentences as Basic Units for Text Evaluation Reinald Kim Amplayo, Peter J. Liu, Yao Zhao, Shashi Narayan arXiv_CL arXiv_CL Pose Relation Summarization Text_Generation Matching PDF
2022-07-28 Sequence to sequence pretraining for a less-resourced Slovenian language Matej Ulčar, Marko Robnik-Šikonja arXiv_CL arXiv_CL Bert Classification Summarization Text_Generation Language_Model PDF
2022-07-26 LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Pan, Ningyu Zhang, Wen Zhang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose VQA Text_Generation Language_Model QA PDF
2022-07-25 Innovations in Neural Data-to-text Generation Mandar Sharma, Ajay Gogineni, Naren Ramakrishnan arXiv_CL arXiv_CL Survey Text_Generation PDF
2022-07-24 Towards a Sentiment-Aware Conversational Agent Isabel Dias, Ricardo Rei, Patrícia Pereira, Luisa Coheur arXiv_CL arXiv_CL Sentiment_Classification Pose Classification Sentiment Text_Generation Prediction PDF
2022-07-21 Leveraging Natural Supervision for Language Representation Learning and Generation Mingda Chen arXiv_CL arXiv_CL Represenation_Learning Knowledge Self-Supervised Pose Summarization Text_Generation Language_Model Prediction PDF
2022-07-20 GenText: Unsupervised Artistic Text Generation via Decoupled Font and Texture Manipulation Qirui Huang, Bin Fu, Aozhong zhang, Yu Qiao arXiv_CV arXiv_CV Unsupervised Style_Transfer Pose Quantitative Attention Text_Generation PDF
2022-07-19 Mimetic Models: Ethical Implications of AI that Acts Like You Reid McIlroy-Young, Jon Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson arXiv_AI arXiv_AI Action Text_Generation PDF
2022-07-14 Confident Adaptive Language Modeling Tal Schuster, Adam Fisch, Jai Gupta, Mostafa Dehghani, Dara Bahri, Vinh Q. Tran, Yi Tay, Donald Metzler arXiv_CL arXiv_CL Transformer Pose Text_Generation Inference Language_Model Prediction PDF
2022-07-14 Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model Chris van der Lee, Thiago Castro Ferreira, Chris Emmery, Travis Wiltshire, Emiel Krahmer arXiv_CL arXiv_CL Text_Generation Language_Model PDF
2022-07-13 Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie arXiv_CL arXiv_CL Transformer Pose Text_Generation Inference Language_Model PDF
2022-07-11 Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data Jonathan Harris, Mohammed J. Zaki arXiv_CL arXiv_CL Transformer Knowledge Face Action Summarization Text_Generation CNN PDF
2022-07-07 Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstätter, Jiecao Chen, Karthik Raman, Hamed Zamani arXiv_CL arXiv_CL Knowledge Pose Text_Generation PDF
2022-07-02 Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency Jin Liu, Chongfeng Fan, Fengyu Zhou, Huijuan Xu arXiv_AI arXiv_AI Optimization Regularization Knowledge Knowledge_Graph Speech Text_Generation Caption Prediction PDF
2022-07-01 Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition Mingkun Yang, Minghui Liao, Pu Lu, Jing Wang, Shenggao Zhu, Hualin Luo, Qi Tian, Xiang Bai arXiv_CV arXiv_CV Recognition Self-Supervised Pose Scene_Text Contrastive_Learning Text_Generation PDF
2022-06-28 Joint Generator-Ranker Learning for Natural Language Generation Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan, Nan Duan, Weizhu Chen arXiv_CL arXiv_CL Pose Summarization Text_Generation Inference PDF
2022-06-28 Flexible text generation for counterfactual fairness probing Zee Fryer, Vera Axelrod, Ben Packer, Alex Beutel, Jilin Chen, Kellie Webster arXiv_CL arXiv_CL Text_Generation Language_Model PDF
2022-06-26 On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode Raviraj Joshi, Subodh Kumar arXiv_CL arXiv_CL Transformer Recognition RNN Speech Attention Speech_Recognition Text_Generation PDF
2022-06-24 MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen arXiv_CL arXiv_CL Unsupervised Pose Text_Generation Language_Model PDF
2022-06-22 Understanding the Properties of Generated Corpora Naama Zwerdling, Segev Shlomov, Esther Goldbraich, George Kour, Boaz Carmeli, Naama Tepper, Inbal Ronen, Vitaly Zabershinsky, Ateret Anaby-Tavor arXiv_CL arXiv_CL Pose Text_Generation PDF
2022-06-21 BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme arXiv_CL arXiv_CL Face Action Classification Text_Generation Language_Model PDF
2022-06-21 Plug and Play Counterfactual Text Generation for Model Robustness Nishtha Madaan, Srikanta Bedathur, Diptikalyan Saha arXiv_CL arXiv_CL Pose Text_Generation PDF
2022-06-21 Automatic Controllable Product Copywriting for E-Commerce Xiaojie Guo, Qingkai Zeng, Meng Jiang, Yun Xiao, Bo Long, Lingfei Wu arXiv_AI arXiv_AI Weakly_Supervised Pose Action Text_Generation Language_Model Recommendation PDF
2022-06-18 Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods Valeriya Goloviznina, Evgeny Kotelnikov arXiv_CL arXiv_CL Transformer Bert Summarization Text_Generation Language_Model PDF
2022-06-18 Argumentative Text Generation in Economic Domain Irina Fishcheva, Dmitriy Osadchiy, Klavdiya Bochenina, Evgeny Kotelnikov arXiv_CL arXiv_CL Transformer Bert Text_Generation Language_Model PDF
2022-06-18 Collocation2Text: Controllable Text Generation from Guide Phrases in Russian Sergey Vychegzhanin, Evgeny Kotelnikov arXiv_CL arXiv_CL Bert Pose Text_Generation Language_Model PDF
2022-06-17 niksss at HinglishEval: Language-agnostic BERT-based Contextual Embeddings with Catboost for Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text Nikhil Singh arXiv_CL arXiv_CL Embedding Bert Text_Generation Prediction PDF
2022-06-16 Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle arXiv_CL arXiv_CL Segmentation Pose Text_Generation QA PDF
2022-06-16 DIALOG-22 RuATD Generated Text Detection Narek Maloyan, Bulat Nutfullin, Eugene Ilyushin arXiv_CL arXiv_CL Pose Classification Detection Object_Detection Attention Text_Generation PDF
2022-06-15 Prefix Language Models are Unified Modal Learners Shizhe Diao, Wangchunshu Zhou, Xinsong Zhang, Jiawei Wang arXiv_CV arXiv_CV Zero-Shot Pose Classification VQA Text_Generation Caption Language_Model QA PDF
2022-06-14 Text Generation with Text-Editing Models Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adamek, Daniil Mirylenka, Felix Stahlberg, Sebastian Krause, Shankar Kumar, Aliaksei Severyn arXiv_CL arXiv_CL Style_Transfer Text_Generation Inference PDF
2022-06-13 An Exploration of Post-Editing Effectiveness in Text Summarization Vivian Lai, Alison Smith-Renner, Ke Zhang, Ruijia Cheng, Wenjuan Zhang, Joel Tetreault, Alejandro Jaimes arXiv_CL arXiv_CL Knowledge Summarization Text_Generation PDF
2022-06-13 On the Learning of Non-Autoregressive Transformers Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang arXiv_CL arXiv_CL Transformer Pose Relation Text_Generation PDF
2022-06-11 Why is constrained neural language generation particularly challenging? Cristina Garbacea, Qiaozhu Mei arXiv_AI arXiv_AI Review Survey Text_Generation Language_Model PDF
2022-06-09 Factuality Enhanced Language Models for Open-Ended Text Generation Nayeon Lee, Wei Ping, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro arXiv_AI arXiv_AI Pose Text_Generation Language_Model PDF
2022-06-08 Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization Sarah Masud, Manjot Bedi, Mohammad Aflah Khan, Md Shad Akhtar, Tanmoy Chakraborty arXiv_CL arXiv_CL Speech Face Text_Generation Prediction PDF
2022-06-07 Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Action Text_Generation Inference QA Matching PDF
2022-06-06 Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang arXiv_CL arXiv_CL Unsupervised Pose Relation Few-Shot Text_Generation PDF
2022-06-06 Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation Jin Xu, Xiaojiang Liu, Jianhao Yan, Deng Cai, Huayang Li, Jian Li arXiv_CL arXiv_CL Pose Quantitative Relation Summarization Text_Generation Language_Model PDF
2022-06-04 Secondary School Student-AI Creative Writing: Strategies from Text Generator Interactions David James Woo arXiv_CL arXiv_CL Action Text_Generation Language_Model PDF
2022-06-03 Beyond Opinion Mining: Summarizing Opinions of Customer Reviews Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu arXiv_AI arXiv_AI Unsupervised Knowledge Review Few-Shot Summarization Text_Generation Inference PDF
2022-06-02 Disentangled Generation Network for Enlarged License Plate Recognition and A Unified Dataset Chenglong Li, Xiaobin Yang, Guohao Wang, Aihua Zheng, Chang Tan, Ruoran Jia, Jin Tang arXiv_CV arXiv_CV Recognition Pose Text_Generation PDF
2022-06-01 Romantic-Computing Elizabeth Horishny arXiv_CL arXiv_CL Transformer RNN Face Text_Generation PDF
2022-06-01 On Layer Normalizations and Residual Connections in Transformers Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki arXiv_CL arXiv_CL Transformer Pose Text_Generation PDF
2022-05-29 CoNT: Contrastive Neural Text Generation Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang arXiv_CL arXiv_CL Pose Contrastive_Learning Summarization Text_Generation PDF
2022-05-27 Controllable Text Generation with Neurally-Decomposed Oracle Tao Meng, Sidi Lu, Nanyun Peng, Kai-Wei Chang arXiv_CL arXiv_CL Pose Text_Generation Language_Model PDF
2022-05-27 Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li, John Thickstun, Ishaan Gulrajani, Percy Liang, Tatsunori B. Hashimoto arXiv_AI arXiv_AI Sentiment Text_Generation Language_Model PDF
2022-05-26 Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu, Sean Welleck, Liwei Jiang, Jack Hessel, Lianhui Qin, Peter West, Prithviraj Ammanabrolu, Yejin Choi arXiv_CL arXiv_CL Reinforcement_Learning Sentiment Text_Generation Language_Model PDF
2022-05-26 Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation Mingzhe Li, XieXiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan arXiv_CL arXiv_CL Pose Contrastive_Learning Relation Text_Generation PDF
2022-05-26 Understanding Metrics for Paraphrasing Omkar Patil, Rahul Singh, Tarun Joshi arXiv_CL arXiv_CL Pose Text_Generation PDF
2022-05-25 PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang arXiv_CL arXiv_CL Knowledge Pose Text_Generation Inference Language_Model PDF
2022-05-25 Exploring industrial safety knowledge via Zipf law Zhenhua Wang, Ming Ren, Dong Gao, Zhuang Li arXiv_CL arXiv_CL Knowledge Review Pose Deep_Learning Text_Generation PDF
2022-05-25 Intermediate Training on Question Answering Datasets Improves Generative Data Augmentation Dheeraj Mekala, Tu Vu, Jingbo Shang arXiv_CL arXiv_CL Zero-Shot Classification Sentiment Few-Shot Text_Generation Language_Model QA PDF
2022-05-25 Constrained Sampling from Language Models via Langevin Dynamics in Embedding Spaces Sachin Kumar, Biswajit Paria, Yulia Tsvetkov arXiv_CL arXiv_CL Embedding Pose Sentiment Text_Generation Language_Model PDF
2022-05-25 The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang, Sungdong Kim, Jin-Hwa Kim, Donghyun Kwak, Byoung-Tak Zhang arXiv_CV arXiv_CV Regularization Pose Detection Text_Generation QA PDF
2022-05-25 R2D2: Robust Data-to-Text with Replacement Detection Linyong Nan, Lorenzo Jaime Yu Flores, Yilun Zhao, Yixin Liu, Luke Benson, Weijin Zou, Dragomir Radev arXiv_CL arXiv_CL Pose Detection Text_Generation QA PDF
2022-05-24 Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo arXiv_CL arXiv_CL Salient Pose Summarization Text_Generation Medical PDF
2022-05-24 Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization Aishwarya Agrawal, Ivana Kajić, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh arXiv_AI arXiv_AI Image_Caption Classification VQA Text_Generation Caption QA PDF
2022-05-24 On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization Shruti Palaskar, Akshita Bhagia, Yonatan Bisk, Florian Metze, Alan W Black, Ana Marasovic arXiv_CV arXiv_CV Image_Caption Action VQA Attention Text_Generation Caption Language_Model QA PDF
2022-05-23 What Makes Data-to-Text Generation Hard for Pretrained Language Models? Moniba Keymanesh, Adrian Benton, Mark Dredze arXiv_AI arXiv_AI Knowledge Relation Few-Shot Text_Generation Language_Model PDF
2022-05-23 A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation Weizhen Qi, Yeyun Gong, Yelong Shen, Jian Jiao, Yu Yan, Houqiang Li, Ruofei Zhang, Weizhu Chen, Nan Duan arXiv_CL arXiv_CL Knowledge Pose Summarization Text_Generation Inference PDF
2022-05-23 BanglaNLG: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad, Rifat Shahriyar arXiv_CL arXiv_CL Transformer Text_Generation Language_Model PDF
2022-05-23 TempLM: Distilling Language Models into Template-Based Generators Tianyi Zhang, Mina Lee, Lisa Li, Ende Shen, Tatsunori B. Hashimoto arXiv_CL arXiv_CL Bert Pose Text_Generation Language_Model PDF
2022-05-22 Diversity Enhanced Table-to-Text Generation via Type Control Yotam Perlitz, Liat Ein-Dot, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer arXiv_CL arXiv_CL Pose Text_Generation PDF
2022-05-21 Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration Kaijian Li, Shansan Gong, Kenny Q. Zhu arXiv_AI arXiv_AI Pose Classification Relation Few-Shot Text_Generation Inference Language_Model PDF
2022-05-19 RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna, Yapei Chang, John Wieting, Mohit Iyyer arXiv_CL arXiv_CL Contrastive_Learning Text_Generation Language_Model PDF
2022-05-19 Self-augmented Data Selection for Few-shot Dialogue Generation Wanyu Du, Hanjie Chen, Yangfeng Ji arXiv_CL arXiv_CL Pose Face Action Few-Shot Text_Generation Language_Model PDF
2022-05-18 CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning Penghui Wei, Xuanhua Yang, Shaoguo Liu, Liang Wang, Bo Zheng arXiv_CL arXiv_CL Review Self-Supervised Pose Contrastive_Learning Text_Generation PDF
2022-05-15 Classifiers are Better Experts for Controllable Text Generation Askhat Sitdikov, Nikita Balagansky, Daniil Gavrilov, Alexander Markov arXiv_CL arXiv_CL Pose Sentiment Text_Generation Language_Model Prediction PDF
2022-05-15 Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy Allison Lahnala, Charles Welch, Béla Neuendorf, Lucie Flek arXiv_AI arXiv_AI Emotion Relation Text_Generation Language_Model PDF
2022-05-13 Improving the Numerical Reasoning Skills of Pretrained Language Models Dominic Petrak, Nafise Sadat Moosavi, Iryna Gurevych arXiv_CL arXiv_CL Pose Contrastive_Learning Text_Generation Inference Language_Model Prediction PDF
2022-05-13 ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation Long Phan, Hieu Tran, Hieu Nguyen, Trieu H. Trinh arXiv_AI arXiv_AI Transformer Recognition Self-Supervised Summarization Text_Generation PDF
2022-05-12 Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization Prasetya Ajie Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych arXiv_CL arXiv_CL Summarization Text_Generation Inference PDF
2022-05-12 Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs Ghazi Felhi, Joseph Le Roux, Djamé Seddah arXiv_CL arXiv_CL Transformer Unsupervised Pose Attention Text_Generation PDF
2022-05-10 Extracting Latent Steering Vectors from Pretrained Language Models Nishant Subramani, Nivedita Suresh, Matthew E. Peters arXiv_AI arXiv_AI Unsupervised Sentiment Text_Generation Language_Model PDF
2022-05-10 Symphony Generation with Permutation Invariant Language Model Jiafeng Liu, Yuanliang Dong, Zehua Cheng, Xinran Zhang, Xiaobing Li, Feng Yu, Maosong Sun arXiv_AI arXiv_AI Transformer Embedding Pose Text_Generation Language_Model PDF
2022-05-08 Robust Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang, Zhewei Xu, Pedro Szekely, Muhao Chen arXiv_AI arXiv_AI Pose Relation Attention Text_Generation PDF
2022-05-07 Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information Zhipeng Zhang, Xinglin Hou, Kai Niu, Zhongzhen Huang, Tiezheng Ge, Yuning Jiang, Qi Wu, Peng Wang arXiv_CV arXiv_CV Video_Caption Pose Text_Generation Caption PDF
2022-05-05 Language Models Can See: Plugging Visual Controls in Text Generation Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier arXiv_CV arXiv_CV Image_Caption Zero-Shot Pose Text_Generation Caption Language_Model Matching PDF
2022-05-03 Learning to Transfer Prompts for Text Generation Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen, Wayne Xin Zhao arXiv_CL arXiv_CL Pose Attention Text_Generation Language_Model PDF
2022-04-28 NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures Jannis Vamvas, Rico Sennrich arXiv_CL arXiv_CL Embedding Adversarial NMT Relation Text_Generation PDF
2022-04-28 Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue, Boxing Chen, Jun Xie arXiv_CL arXiv_CL Pose Emotion Text_Generation Inference PDF
2022-04-28 Cross-modal Memory Networks for Radiology Report Generation Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan arXiv_CL arXiv_CL Memory_Networks Pose Action Attention Text_Generation Medical PDF
2022-04-25 AI Personification: Estimating the Personality of Language Models Saketh Reddy Karra, Son Nguyen, Theja Tulabandhula arXiv_AI arXiv_AI Zero-Shot Classification Text_Generation Language_Model PDF
2022-04-25 Which Discriminator for Cooperative Text Generation? Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau arXiv_CL arXiv_CL Transformer Classification Text_Generation Language_Model PDF
2022-04-21 Spurious Correlations in Reference-Free Evaluation of Text Generation Esin Durmus, Faisal Ladhak, Tatsunori Hashimoto arXiv_CL arXiv_CL Pose Relation Summarization Text_Generation PDF
2022-04-20 Event Transition Planning for Open-ended Text Generation Qintong Li, Piji Li, Wei Bi, Zhaochun Ren, Yuxuan Lai, Lingpeng Kong arXiv_CL arXiv_CL Pose Relation Text_Generation PDF
2022-04-16 Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao arXiv_CL arXiv_CL Zero-Shot Self-Supervised Summarization Text_Generation Language_Model PDF
2022-04-16 Efficient Reinforcement Learning for Unsupervised Controlled Text Generation Bhargav Upadhyay, Akhilesh Sudhakar, Arjun Maheswaran arXiv_AI arXiv_AI Unsupervised Style_Transfer Reinforcement_Learning Sparse Pose Action Text_Generation PDF
2022-04-14 Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model Carina Negreanu, Alperen Karaoglu, Jack Williams, Shuang Chen, Daniel Fabian, Andrew Gordon, Chin-Yew Lin arXiv_CL arXiv_CL Knowledge Text_Generation Language_Model PDF
2022-04-13 GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation Anthony Colas, Mehrdad Alvandipour, Daisy Zhe Wang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Attention Text_Generation Language_Model PDF
2022-04-11 Beam Decoding with Controlled Patience Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Dragomir Radev, Yejin Choi, Noah A. Smith arXiv_CL arXiv_CL Summarization Text_Generation Inference PDF
2022-04-11 Toward More Effective Human Evaluation for Machine Translation Belén Saldías, George Foster, Markus Freitag, Qijun Tan arXiv_CL arXiv_CL Text_Generation PDF
2022-04-11 Uniform Complexity for Text Generation Joseph Marvin Imperial arXiv_CL arXiv_CL Pose Survey Text_Generation Language_Model PDF
2022-04-11 TRUE: Re-evaluating Factual Consistency Evaluation Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansy, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias arXiv_CL arXiv_CL Action Relation Attention Text_Generation PDF
2022-04-08 Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation Shumpei Inoue, Tsungwei Liu, Nguyen Hong Son, Minh-Tien Nguyen arXiv_CL arXiv_CL Restoration Action Text_Generation Language_Model PDF
2022-04-05 $textit{latent}$-GLAT: Glancing at Latent Variables for Parallel Text Generation Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li arXiv_CL arXiv_CL Pose Attention Text_Generation PDF
2022-04-05 Autoregressive 3D Shape Generation via Canonical Mapping An-Chieh Cheng, Xueting Li, Sifei Liu, Min Sun, Ming-Hsuan Yang arXiv_CV arXiv_CV Transformer Reconstruction Point_Cloud 3D Pose Text_Generation PDF
2022-04-04 Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors Wanyu Du, Jianqiao Zhao, Liwei Wang, Yangfeng Ji arXiv_CL arXiv_CL Style_Transfer Represenation_Learning Pose Text_Generation Inference PDF
2022-04-02 CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang arXiv_CL arXiv_CL Unsupervised Pose Relation Text_Generation Language_Model PDF
2022-03-30 Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner, Ondřej Dušek arXiv_CL arXiv_CL Zero-Shot Pose Face Text_Generation Language_Model PDF
2022-03-26 A Roadmap for Big Model Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng, Yangxiao Liang, Xiaozhi Wang, Jifan Yu, Xin Lv, Zhou Shao, Jiaao He, Yankai Lin, Xu Han, Zhenghao Liu, Ning Ding, Yongming Rao, Yizhao Gao, Liang Zhang, Ming Ding, Cong Fang, Yisen Wang, Mingsheng Long, Jing Zhang, Yinpeng Dong, Tianyu Pang, Peng Cui, Lingxiao Huang, Zheng Liang, Huawei Shen, Hui Zhang, Quanshi Zhang, Qingxiu Dong, Zhixing Tan, Mingxuan Wang, Shuo Wang, Long Zhou, Haoran Li, Junwei Bao, Yingwei Pan, Weinan Zhang, Zhou Yu, Rui Yan, Chence Shi, Minghao Xu, Zuobai Zhang, Guoqiang Wang, Xiang Pan, Mengjie Li, Xiaoyu Chu, Zijun Yao, Fangwei Zhu, Shulin Cao, Weicheng Xue, Zixuan Ma, Zhengyan Zhang, Shengding Hu, Yujia Qin, Chaojun Xiao, Zheni Zeng, Ganqu Cui, Weize Chen, Weilin Zhao, Yuan Yao, Peng Li, Wenzhao Zheng, Wenliang Zhao, et al. (34 additional authors not shown) arXiv_AI arXiv_AI Knowledge Review Pose Deep_Learning Text_Generation Language_Model PDF
2022-03-24 Mix and Match: Learning-free Controllable Text Generation using Energy Language Models Fatemehsadat Mireshghallah, Kartik Goyal, Taylor Berg-Kirkpatrick arXiv_CL arXiv_CL Pose Text_Generation Language_Model PDF
2022-03-23 Linearizing Transformer with Key-Value Memory Bank Yizhe Zhang, Deng Cai arXiv_CL arXiv_CL Transformer Pose Attention Text_Generation Inference Language_Model PDF
2022-03-23 Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan arXiv_CL arXiv_CL Embedding Knowledge Pose Classification Text_Generation Language_Model PDF
2022-03-23 An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu arXiv_CL arXiv_CL Unsupervised Optimization Attention Text_Generation PDF
2022-03-21 Language modeling via stochastic processes Rose E Wang, Esin Durmus, Noah Goodman, Tatsunori Hashimoto arXiv_CL arXiv_CL Text_Generation Language_Model PDF
2022-03-21 Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter, Piyawat Lertvittayakumjorn, Marina Fomicheva, Wei Zhao, Yang Gao, Steffen Eger arXiv_CL arXiv_CL Bert Adversarial Pose Relation Text_Generation Language_Model PDF
2022-03-20 Immersive Text Game and Personality Classification Wanshui Li, Yifan Bai, Jiaxuan Lu, Kexin Yi arXiv_CL arXiv_CL Action Classification Text_Generation Language_Model PDF
2022-03-19 Dependency-based Mixture Language Models Zhixian Yang, Xiaojun Wan arXiv_CL arXiv_CL Transformer RNN Knowledge Pose Attention Text_Generation Language_Model PDF
2022-03-18 Personalized filled-pause generation with group-wise prediction models Yuta Matsunaga, Takaaki Saeki, Shinnosuke Takamichi, Hiroshi Saruwatari arXiv_SD arXiv_SD Embedding Pose Text_Generation Prediction PDF
2022-03-18 Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators Keenan Jones, Jason R. C. Nurse, Shujun Li arXiv_AI arXiv_AI Bert Pose Detection Text_Generation Language_Model PDF
2022-03-18 GRS: Combining Generation and Revision in Unsupervised Sentence Simplification Mohammad Dehghan, Dhruv Kumar, Lukasz Golab arXiv_CL arXiv_CL Unsupervised Pose Text_Generation PDF
2022-03-17 PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang arXiv_CL arXiv_CL Transformer Pose Contrastive_Learning Face Attention Text_Generation Language_Model PDF
2022-03-16 TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Text_Generation Language_Model PDF
2022-03-15 Graph Pre-training for AMR Parsing and Generation Xuefeng Bai, Yulong Chen, Yue Zhang arXiv_CL arXiv_CL Knowledge Self-Supervised Text_Generation Language_Model PDF
2022-03-12 Chart-to-Text: A Large-Scale Benchmark for Chart Summarization Shankar Kanthara, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq Joty arXiv_CL arXiv_CL Image_Caption Summarization Text_Generation Caption PDF
2022-03-10 Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li, Wenhao Wu, Moye Chen, Jiachen Liu, Xinyan Xiao, Hua Wu arXiv_CL arXiv_CL Optimization Pose Survey Deep_Learning Sentiment GAN Summarization Text_Generation Language_Model PDF
2022-03-10 Compilable Neural Code Generation with Compiler Feedback Xin Wang, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li, Pingyi Zhou, Jin Liu, Hao Wu, Xin Jiang, Qun Liu arXiv_CL arXiv_CL Pose Text_Generation Language_Model PDF
2022-03-06 Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang, Frank Guerin, Yucheng Li, Chenghua Lin arXiv_AI arXiv_AI Knowledge Survey Text_Generation Inference PDF
2022-03-03 Deep Latent-Variable Models for Text Generation Xiaoyu Shen arXiv_CL arXiv_CL Knowledge Deep_Learning Summarization Text_Generation PDF
2022-03-01 Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao, Ye Liu, Yao Wan, Philip S. Yu arXiv_CL arXiv_CL Pose Few-Shot Attention Text_Generation Language_Model PDF
2022-03-01 Exploring and Adapting Chinese GPT to Pinyin Input Method Minghuan Tan, Yong Dai, Duyu Tang, Zhangyin Feng, Guoping Huang, Jing Jiang, Jiwei Li, Shuming Shi arXiv_AI arXiv_AI Text_Generation PDF
2022-02-28 Data-to-text Generation with Variational Sequential Planning Ratish Puduppully, Yao Fu, Mirella Lapata arXiv_CL arXiv_CL Pose Face GAN Text_Generation PDF
2022-02-23 COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin, Sean Welleck, Daniel Khashabi, Yejin Choi arXiv_AI arXiv_AI Text_Generation Language_Model PDF
2022-02-16 XFBoost: Improving Text Generation with Controllable Decoders Xiangyu Peng, Michael Sollami arXiv_CL arXiv_CL Transformer Pose Text_Generation Inference Language_Model PDF
2022-02-16 ZeroGen: Efficient Zero-shot Learning via Dataset Generation Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong arXiv_CL arXiv_CL Unsupervised Zero-Shot Text_Classification RNN Knowledge Classification Text_Generation Inference Language_Model PDF
2022-02-15 Integrating AI Planning with Natural Language Processing: A Combination of Explicit and Tacit Knowledge Kebing Jin, Hankz Hankui Zhuo arXiv_AI arXiv_AI Knowledge Action Relation Text_Generation PDF
2022-02-13 A Contrastive Framework for Neural Text Generation Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier arXiv_CL arXiv_CL Pose Text_Generation Language_Model PDF
2022-02-12 A multi-task semi-supervised framework for Text2Graph & Graph2Text Oriol Domingo, Marta R. Costa-jussà, Carlos Escolano arXiv_CL arXiv_CL Unsupervised Knowledge Pose Face Action Text_Generation PDF
2022-02-09 Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han arXiv_CL arXiv_CL Bert Zero-Shot Regularization Classification Few-Shot Text_Generation Language_Model PDF
2022-02-08 Survey of Hallucination in Natural Language Generation Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung arXiv_CL arXiv_CL Transformer Review Survey Deep_Learning GAN Summarization Text_Generation Language_Model PDF
2022-02-07 Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang arXiv_CV arXiv_CV Image_Caption Bert Pose Classification VQA Text_Generation Caption Image_Classification QA PDF
2022-02-04 A Benchmark Corpus for the Detection of Automatically Generated Text in Academic Publications Vijini Liyanage, Davide Buscaldi, Adeline Nazarenko arXiv_CL arXiv_CL Pose Classification Detection Text_Generation Language_Model PDF
2022-02-02 A Survey on Retrieval-Augmented Text Generation Huayang Li, Yixuan Su, Deng Cai, Yan Wang, Lemao Liu arXiv_CL arXiv_CL Review Survey Attention Text_Generation PDF
2022-02-01 XAlign: Cross-lingual Fact-to-Text Alignment and Generation for Low-Resource Languages Tushar Abhishek, Shivprasad Sagare, Bhavyajeet Singh, Anubhav Sharma, Manish Gupta, Vasudeva Varma arXiv_CL arXiv_CL Unsupervised Knowledge Pose Text_Generation PDF
2022-02-01 Regression Transformer: Concurrent Conditional Generation and Regression by Blending Numerical and Textual Tokens Jannis Born, Matteo Manica arXiv_AI arXiv_AI Transformer Optimization Pose Text_Generation Prediction PDF
2022-01-26 DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence Wei Zhao, Michael Strube, Steffen Eger arXiv_CL arXiv_CL Bert Relation Summarization Text_Generation PDF
2022-01-24 Relational Memory Augmented Language Models Qi Liu, Dani Yogatama, Phil Blunsom arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation Text_Generation Language_Model PDF
2022-01-23 Gradient-guided Unsupervised Text Style Transfer via Contrastive Learning Chenghao Fan, Ziao Li, Wei wei arXiv_AI arXiv_AI Unsupervised Style_Transfer Optimization Adversarial Pose Contrastive_Learning Classification Text_Generation Inference PDF
2022-01-22 A Causal Lens for Controllable Text Generation Zhiting Hu, Li Erran Li arXiv_AI arXiv_AI Pose Action Relation Text_Generation Inference PDF
2022-01-18 Inferring Commonsense Explanations as Prompts for Future Event Generation Li Lin, Yixin Cao, Lifu Huang, Shuang Li, Xuming Hu, Lijie Wen, Jianmin Wang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Text_Generation Inference PDF
2022-01-18 Youling: an AI-Assisted Lyrics Creation System Rongsheng Zhang, Xiaoxi Mao, Le Li, Lin Jiang, Lin Chen, Zhiwei Hu, Yadong Xi, Changjie Fan, Minlie Huang arXiv_CL arXiv_CL Pose Face Action Text_Generation PDF
2022-01-14 A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang, Haolin Song, Shaoyu Li, Ming Zhou, Dawei Song arXiv_CL arXiv_CL Transformer Knowledge Review Survey Text_Generation Language_Model PDF
2022-01-14 A Survey of Pretrained Language Models Based Text Generation Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen arXiv_CL arXiv_CL Survey Deep_Learning Text_Generation Language_Model PDF
2022-01-06 Automatic Related Work Generation: A Meta Study Xiangci Li, Jessica Ouyang arXiv_CL arXiv_CL Review Pose Survey Attention Summarization Text_Generation Activity PDF
2022-01-05 RabindraNet, Creating Literary Works in the Style of Rabindranath Tagore Asadullah Al Galib arXiv_AI arXiv_AI RNN Face SLAM Attention Text_Generation PDF
2021-12-31 ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation Han Zhang, Weichong Yin, Yewei Fang, Lanxin Li, Boqiang Duan, Zhihua Wu, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_CV arXiv_CV Image_Caption Transformer Quantization Pose Text_Generation Caption PDF
2021-12-31 What is Event Knowledge Graph: A Survey Saiping Guan, Xueqi Cheng, Long Bai, Fujun Zhang, Zixuan Li, Yutao Zeng, Xiaolong Jin, Jiafeng Guo arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology Survey GAN Text_Generation Recommendation PDF
2021-12-22 A Survey of Natural Language Generation Chenhe Dong, Yinghui Li, Haifan Gong, Miaoxin Chen, Junxin Li, Ying Shen, Min Yang arXiv_AI arXiv_AI Review Survey Deep_Learning Relation Attention Text_Generation PDF
2021-12-20 Spiral Language Modeling Yong Cao, Yukun Feng, Shaohui Kuang, Gu Xu arXiv_AI arXiv_AI Optimization Regularization Pose NMT Text_Generation Language_Model PDF
2021-12-20 May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi, Jeong-in Hwang, Hyungjong Noh, Yeonsoo Lee arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2021-12-16 NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi arXiv_CL arXiv_CL Zero-Shot Pose Action Few-Shot Text_Generation Language_Model PDF
2021-12-15 DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long arXiv_AI arXiv_AI Transformer Knowledge Review Pose Summarization Text_Generation PDF
2021-12-14 Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu, Greg Durrett arXiv_CL arXiv_CL Summarization Text_Generation PDF
2021-12-14 Scaling Up Query-Focused Summarization to Meet Open-Domain Question Answering Weijia Zhang, Svitlana Vakulenko, Thilina Rajapakse, Evangelos Kanoulas arXiv_CL arXiv_CL Pose Summarization Text_Generation PDF
2021-12-14 Handwritten text generation and strikethrough characters augmentation Alex Shonenkov, Denis Karachev, Max Novopoltsev, Mark Potanin, Denis Dimitrov, Andrey Chertok arXiv_CV arXiv_CV Handwriting Recognition RNN Text_Generation PDF
2021-12-14 TopNet: Learning from Neural Topic Model to Generate Long Stories Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun arXiv_CL arXiv_CL Reconstruction Pose Text_Generation PDF
2021-12-13 Controlled Cue Generation for Play Scripts Alara Dirik, Hilal Donmez, Pinar Yanardag arXiv_AI arXiv_AI Pose Emotion Quantitative Text_Generation Language_Model PDF
2021-12-13 Step-unrolled Denoising Autoencoders for Text Generation Nikolay Savinov, Junyoung Chung, Mikolaj Binkowski, Erich Elsen, Aaron van den Oord arXiv_CL arXiv_CL Pose Denoising Text_Generation Language_Model PDF
2021-12-12 Contextualized Scene Imagination for Generative Commonsense Reasoning PeiFeng Wang, Jonathan Zamora, Junfeng Liu, Filip Ilievski, Muhao Chen, Xiang Ren arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose Relation Text_Generation Language_Model PDF
2021-12-12 Towards More Efficient Insertion Transformer with Fractional Positional Encoding Zhisong Zhang, Yizhe Zhang, Bill Dolan arXiv_CL arXiv_CL Transformer Action Text_Generation PDF
2021-12-10 Discourse-Aware Prompt Design for Text Generation Marjan Ghazvininejad, Vladimir Karpukhin, Asli Celikyilmaz arXiv_CL arXiv_CL Sparse Salient Pose Attention Text_Generation Language_Model PDF
2021-12-10 Sampling from Discrete Energy-Based Models with Quality/Efficiency Trade-offs Bryan Eikema, Germán Kruszewski, Hady Elsahar, Marc Dymetman arXiv_CL arXiv_CL Pose Deep_Learning Text_Generation PDF
2021-12-10 Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation Tianyi Liu, Zuxuan Wu, Wenhan Xiong, Jingjing Chen, Yu-Gang Jiang arXiv_CV arXiv_CV Bert Pose VQA Few-Shot Text_Generation Language_Model Matching PDF
2021-12-09 Self-Supervised Image-to-Text and Text-to-Image Synthesis Anindya Sundar Das, Sriparna Saha arXiv_CV arXiv_CV Image_Caption Embedding RNN Self-Supervised Pose Quantitative Deep_Learning Relation GAN Text_Generation PDF
2021-12-08 Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-12-06 Search and Learn: Improving Semantic Coverage for Data-to-Text Generation Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou arXiv_CL arXiv_CL Pose Few-Shot Text_Generation Inference Language_Model PDF
2021-12-05 Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang arXiv_CL arXiv_CL Image_Caption Pose Action Summarization Text_Generation Caption PDF
2021-12-03 Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation Minghui Hu, Yujie Wang, Tat-Jen Cham, Jianfei Yang, P.N.Suganthan arXiv_CV arXiv_CV Image_Generation Inpainting Pose Denoising Text_Generation PDF
2021-12-02 InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo, Chloe Clave, Pablo Piantanida arXiv_AI arXiv_AI Relation Summarization Text_Generation Language_Model PDF
2021-12-02 LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training Ningyu Zhang, Hongbin Ye, Jiacheng Yang, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen arXiv_AI arXiv_AI Knowledge Pose Face Few-Shot Text_Generation PDF
2021-12-01 Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation Woncheol Shin, Gyubok Lee, Jiyoung Lee, Joonseok Lee, Edward Choi arXiv_CV arXiv_CV Image_Caption Embedding Pose GAN Text_Generation PDF
2021-11-30 Improvement in Machine Translation with Generative Adversarial Networks Jay Ahn, Hari Madhu, Viet Nguyen arXiv_CL arXiv_CL Transformer Adversarial NMT GAN Text_Generation PDF
2021-11-29 Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic Yoad Tewel, Yoav Shalev, Idan Schwartz, Lior Wolf arXiv_AI arXiv_AI Image_Caption Zero-Shot Knowledge Pose Contrastive_Learning Text_Generation Caption Inference Language_Model Matching PDF
2021-11-28 Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-11-24 Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences Moritz Ibing, Gregor Kobsik, Leif Kobbelt arXiv_CV arXiv_CV Transformer 3D Text_Generation PDF
2021-11-23 Crossing the Format Boundary of Text and Boxes: Towards Unified Vision-Language Modeling Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Faisal Ahmed, Zicheng Liu, Yumao Lu, Lijuan Wang arXiv_CV arXiv_CV Image_Caption Transformer Pose VQA Text_Generation Caption Language_Model Prediction PDF
2021-11-23 Realistic simulation of users for IT systems in cyber ranges Alexandre Dey (IRISA), Benjamin Costé, Éric Totel, Adrien Bécue arXiv_AI arXiv_AI Pose Deep_Learning Text_Generation Activity PDF
2021-11-22 L-Verse: Bidirectional Generation Between Image and Text Taehoon Kim, Gwangmo Song, Sihaeng Lee, Sangyun Kim, Yewon Seo, Soonyoung Lee, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae arXiv_CV arXiv_CV Image_Caption Transformer Reconstruction Represenation_Learning Pose Action Quantitative Detection Relation Object_Detection Text_Generation Caption PDF
2021-11-22 Reinforcement Learning for Few-Shot Text Generation Adaptation Cheng Pengsen, Dai Jinqiao, Liu Jiayong arXiv_CL arXiv_CL Reinforcement_Learning Few-Shot Attention Text_Generation PDF
2021-11-20 RDF-to-Text Generation with Reinforcement Learning Based Graph-augmented Structural Neural Encoders Hanning Gao, Lingfei Wu, Po Hu, Zhihua Wei, Fangli Xu, Bo Long arXiv_AI arXiv_AI Reinforcement_Learning Pose Face Action Text_Generation PDF
2021-11-18 How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN R. Thomas McCoy, Paul Smolensky, Tal Linzen, Jianfeng Gao, Asli Celikyilmaz arXiv_CL arXiv_CL Transformer RNN Action Text_Generation Language_Model PDF
2021-11-12 Speeding Up Entmax Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-11-10 A Novel Corpus of Discourse Structure in Humans and Computers Babak Hemmatian, Sheridan Feucht, Rachel Avram, Alexander Wey, Muskaan Garg, Kate Spitalnic, Carsten Eickhoff, Ellie Pavlick, Bjorn Sandstede, Steven Sloman arXiv_CL arXiv_CL Relation Text_Generation PDF
2021-11-01 Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heinz, Dan Roth arXiv_AI arXiv_AI Transformer Bert Pose Survey Text_Generation Language_Model PDF
2021-10-30 EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation Anthony Colas, Ali Sadeghian, Yue Wang, Daisy Zhe Wang arXiv_CL arXiv_CL Sparse Knowledge Knowledge_Graph Ontology Action Text_Generation Language_Model PDF
2021-10-28 Preventing posterior collapse in variational autoencoders for text generation via decoder regularization Alban Petit, Caio Corro arXiv_CL arXiv_CL Reconstruction Regularization Pose Text_Generation PDF
2021-10-25 Generating Watermarked Adversarial Texts Mingjie Li, Hanzhou Wu, Xinpeng Zhang arXiv_CL arXiv_CL Adversarial Pose Text_Generation PDF
2021-10-20 SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation Hong Chen, Hiroya Takamura, Hideki Nakayama arXiv_CL arXiv_CL Text_Generation PDF
2021-10-19 GenNI: Human-AI Collaboration for Data-Backed Text Generation Hendrik Strobelt, Jambay Kinley, Robert Krueger, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush arXiv_AI arXiv_AI Face Deep_Learning Text_Generation PDF
2021-10-19 Unifying Multimodal Transformer for Bi-directional Image and Text Generation Yupan Huang, Hongwei Xue, Bei Liu, Yutong Lu arXiv_CV arXiv_CV Image_Caption Transformer Pose Action Text_Generation PDF
2021-10-18 The Arabic Parallel Gender Corpus 2.0: Extensions and Analyses Bashar Alhafni, Nizar Habash, Houda Bouamor arXiv_CL arXiv_CL Attention Text_Generation PDF
2021-10-16 FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis arXiv_CL arXiv_CL Bert Pose Summarization Text_Generation Language_Model PDF
2021-10-16 Improving Compositional Generalization with Self-Training for Data-to-Text Generation Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay, Mihir Kale, Ankur Parikh, Hongtao Zhong, Emma Strubell arXiv_AI arXiv_AI Pose Few-Shot Text_Generation Language_Model PDF
2021-10-16 How Well Do You Know Your Audience? Reader-aware Question Generation Ian Stewart, Rada Mihalcea arXiv_CL arXiv_CL Text_Generation PDF
2021-10-16 Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao arXiv_AI arXiv_AI Knowledge Pose Face Text_Generation QA PDF
2021-10-15 Control Prefixes for Text Generation Jordan Clive, Kris Cao, Marek Rei arXiv_AI arXiv_AI Transformer Pose Text_Generation Language_Model PDF
2021-10-15 Jurassic is All You Need: Few-Shot Meaning-to-Text Generation for Open-Domain Dialogue Lena Reed, Cecilia Li, Angela Ramirez, Liren Wu, Marilyn Walker (Natural Language and Dialogue Systems Lab, University of California, Santa Cruz) arXiv_CL arXiv_CL Knowledge Few-Shot Text_Generation Language_Model PDF
2021-10-14 Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning arXiv_CL arXiv_CL Knowledge Pose Text_Generation PDF
2021-10-14 MReD: A Meta-Review Dataset for Controllable Text Generation Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si arXiv_CL arXiv_CL Knowledge Review Pose Summarization Text_Generation PDF
2021-10-14 Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang arXiv_AI arXiv_AI Pose Classification Deep_Learning Text_Generation Language_Model Prediction PDF
2021-10-14 Solving Aspect Category Sentiment Analysis as a Text Generation Task Jian Liu, Zhiyang Teng, Leyang Cui, Hanmeng Liu, Yue Zhang arXiv_CL arXiv_CL Zero-Shot Knowledge Sentiment Few-Shot Attention Text_Generation Language_Model PDF
2021-10-14 Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling Prathyusha Jwalapuram, Shafiq Joty, Xiang Lin arXiv_CL arXiv_CL Contrastive_Learning Text_Generation PDF
2021-10-13 Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation Florian Mai, James Henderson arXiv_AI arXiv_AI Embedding Unsupervised Regularization Pose Sentiment Attention Summarization Text_Generation PDF
2021-10-13 CLIP4Caption: CLIP for Video Caption Mingkang Tang, Zhanyu Wang, Zhenhua Liu, Fengyun Rao, Dian Li, Xiu Li arXiv_CV arXiv_CV Transformer Video_Caption RNN Pose Text_Generation Caption Matching PDF
2021-10-12 Learning Compact Metrics for MT Amy Pu, Hyung Won Chung, Ankur P. Parikh, Sebastian Gehrmann, Thibault Sellam arXiv_CL arXiv_CL Bert Knowledge Text_Generation Language_Model PDF
2021-10-11 A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Text_Generation Inference PDF
2021-10-10 SP-GPT2: Semantics Improvement in Vietnamese Poetry Generation Tuan Nguyen, Hanh Pham, Truong Bui, Tan Nguyen, Duc Luong, Phong Nguyen arXiv_AI arXiv_AI Transformer Pose Quantitative Attention Text_Generation PDF
2021-10-08 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster, Wei Zhao, Steffen Eger arXiv_CL arXiv_CL Bert Adversarial Pose Text_Generation Language_Model PDF
2021-10-08 VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization? Hieu Nguyen, Long Phan, James Anibal, Alec Peltekian, Hieu Tran arXiv_CL arXiv_CL Transformer Transfer_Learning Self-Supervised Summarization Text_Generation PDF
2021-10-07 On the Latent Holes of VAEs for Text Generation Ruizhe Li, Xutan Peng, Chenghua Lin arXiv_AI arXiv_AI Attention Text_Generation PDF
2021-10-06 Cut the CARP: Fishing for zero-shot story evaluation Shahbuland Matiana, JR Smith, Ryan Teehan, Louis Castricato, Stella Biderman, Leo Gao, Spencer Frazier arXiv_CL arXiv_CL Zero-Shot Review Pose Contrastive_Learning Quantitative Relation Text_Generation Language_Model PDF
2021-10-05 Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio arXiv_AI arXiv_AI Review Pose Sentiment Text_Generation PDF
2021-10-01 Simulated annealing for optimization of graphs and sequences Xianggen Liu, Pengyong Li, Fandong Meng, Hao Zhou, Huasong Zhong, Jie Zhou, Lili Mou, Sen Song arXiv_AI arXiv_AI Optimization Pose Text_Generation PDF
2021-09-30 Self-conditioning pre-trained language models Xavier Suau, Luca Zappella, Nicholas Apostoloff arXiv_CL arXiv_CL Transformer Knowledge Text_Generation Inference Language_Model PDF
2021-09-27 TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation Adaku Uchendu, Zeyu Ma, Thai Le, Rui Zhang, Dongwon Lee arXiv_CL arXiv_CL Transformer Knowledge Detection Text_Generation Language_Model PDF
2021-09-27 Towards Reinforcement Learning for Pivot-based Neural Machine Translation with Non-autoregressive Transformer Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney arXiv_CL arXiv_CL Transformer Reinforcement_Learning Pose NMT Text_Generation PDF
2021-09-26 Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He arXiv_CL arXiv_CL Pose Text_Generation Inference PDF
2021-09-25 Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation An Yan, Zexue He, Xing Lu, Jiang Du, Eric Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu arXiv_CL arXiv_CL Weakly_Supervised Pose Contrastive_Learning Text_Generation Medical PDF
2021-09-22 Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan arXiv_CL arXiv_CL Transformer Summarization Text_Generation PDF
2021-09-21 TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei arXiv_CV arXiv_CV Image_Caption Transformer Recognition OCR RNN Optical_Character Pose Text_Generation Language_Model PDF
2021-09-20 A Plug-and-Play Method for Controlled Text Generation Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer arXiv_AI arXiv_AI Pose Text_Generation Language_Model PDF
2021-09-17 Relating Neural Text Degeneration to Exposure Bias Ting-Rui Chiang, Yun-Nung Chen arXiv_CL arXiv_CL Knowledge Quantitative Text_Generation Language_Model PDF
2021-09-14 The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation Marzena Karpinska, Nader Akoury, Mohit Iyyer arXiv_CL arXiv_CL Survey Text_Generation PDF
2021-09-14 A Temporal Variational Model for Story Generation David Wilmot, Frank Keller arXiv_AI arXiv_AI RNN Text_Generation Language_Model PDF
2021-09-14 Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward Zhe Hu, Zhiwei Cao, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Jinsong Su, Hua Wu arXiv_AI arXiv_AI Pose Text_Generation PDF
2021-09-13 UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang arXiv_CL arXiv_CL Image_Caption Salient Knowledge Pose Summarization Text_Generation Caption PDF
2021-09-13 Perturbation CheckLists for Evaluating NLG Evaluation Metrics Ananya B. Sai, Tanay Dixit, Dev Yashpal Sheth, Sreyas Mohan, Mitesh M. Khapra arXiv_CL arXiv_CL Pose Face Relation Text_Generation PDF
2021-09-13 CPT: A Pre-Trained Unbalanced Transformerfor Both Chinese Language Understanding and Generation Yunfan Shao, Zhichao Geng, Yitao Liu, Junqi Dai, Fei Yang, Li Zhe, Hujun Bao, Xipeng Qiu arXiv_CL arXiv_CL Transformer Knowledge Pose Denoising Text_Generation Inference Language_Model PDF
2021-09-11 Implicit Premise Generation with Discourse-aware Commonsense Knowledge Models Tuhin Chakrabarty, Aadit Trivedi, Smaranda Muresan arXiv_CL arXiv_CL Knowledge Text_Generation Inference PDF
2021-09-11 COSMic: A Coherence-Aware Generation Metric for Image Descriptions Mert İnan, Piyush Sharma, Baber Khalid, Radu Soricut, Matthew Stone, Malihe Alikhani arXiv_AI arXiv_AI Image_Caption Bert Pose Relation Text_Generation Caption PDF
2021-09-10 Controlled Neural Sentence-Level Reframing of News Articles Wei-Fan Chen, Khalid Al-Khatib, Benno Stein, Henning Wachsmuth arXiv_CL arXiv_CL Adversarial Pose Sentiment Text_Generation PDF
2021-09-09 Graphine: A Dataset for Graph-aware Terminology Definition Generation Zequn Liu, Shukai Wang, Yiyang Gu, Ruiyi Zhang, Ming Zhang, Sheng Wang arXiv_CL arXiv_CL Transformer Represenation_Learning Pose Text_Generation Medical Language_Model PDF
2021-09-08 Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal arXiv_AI arXiv_AI Transformer Text_Generation Caption PDF
2021-09-08 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation Leonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych arXiv_CL arXiv_CL Text_Generation PDF
2021-09-08 Sequence Level Contrastive Learning for Text Summarization Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei arXiv_CL arXiv_CL Unsupervised Represenation_Learning Pose Contrastive_Learning Summarization Text_Generation PDF
2021-09-06 Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung arXiv_CL arXiv_CL Attention Summarization Text_Generation Language_Model PDF
2021-09-05 Transformer Models for Text Coherence Assessment Tushar Abhishek, Daksh Rawat, Manish Gupta, Vasudeva Varma arXiv_CL arXiv_CL Transformer Pose Deep_Learning Relation Summarization Text_Generation PDF
2021-09-03 Biomedical Data-to-Text Generation via Fine-Tuning Transformers Ruslan Yermakov, Nicholas Drago, Angelo Ziletti arXiv_CL arXiv_CL Transformer Text_Generation Medical PDF
2021-09-02 ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation Eyup Halit Yilmaz, Cagri Toraman arXiv_AI arXiv_AI Bert Zero-Shot Pose Detection Few-Shot Text_Generation Language_Model PDF
2021-09-01 OptAGAN: Entropy-based finetuning on text VAE-GAN Paolo Tirotta, Stefano Lodi arXiv_CL arXiv_CL Transfer_Learning Reinforcement_Learning Bert GAN Text_Generation PDF
2021-08-31 Plan-then-Generate: Controlled Data-to-Text Generation via Planning Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-08-31 Structured Prediction in NLP -- A survey Chauhan Dev, Naman Biyani, Nirmal P. Suthar, Prashant Kumar, Priyanshu Agarwal arXiv_AI arXiv_AI Survey Deep_Learning Attention Text_Generation Prediction PDF
2021-08-27 Few-Shot Table-to-Text Generation with Prototype Memory Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier arXiv_CL arXiv_CL Pose Few-Shot Text_Generation PDF
2021-08-27 ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models Pierre L. Dognin, Inkit Padhi, Igor Melnyk, Payel Das arXiv_CL arXiv_CL Reinforcement_Learning Knowledge Text_Generation Language_Model PDF
2021-08-27 Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo, Guillaume Staerman, Chloe Clavel, Pablo Piantanida arXiv_AI arXiv_AI Image_Caption Embedding Bert Summarization Text_Generation Caption PDF
2021-08-27 Latent Tree Decomposition Parsers for AMR-to-Text Generation Lisa Jin, Daniel Gildea arXiv_CL arXiv_CL Embedding Attention Text_Generation CNN Prediction PDF
2021-08-27 Tree Decomposition Attention for AMR-to-Text Generation Lisa Jin, Daniel Gildea arXiv_CL arXiv_CL Transformer Pose Attention Text_Generation Prediction PDF
2021-08-27 Lingxi: A Diversity-aware Chinese Modern Poetry Generation System Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-08-26 Using GAN-based models to sentimental analysis on imbalanced datasets in education domain Ru Yang, Maryam Edalati arXiv_CL arXiv_CL Sentiment_Classification Review Classification Deep_Learning Sentiment GAN Text_Generation PDF
2021-08-26 Semantic-based Self-Critical Training For Question Generation Loïc, Kwate Dassi arXiv_AI arXiv_AI Transformer Reinforcement_Learning Bert Relation Text_Generation Language_Model PDF
2021-08-26 Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts Ashutosh Baheti, Maarten Sap, Alan Ritter, Mark Riedl arXiv_CL arXiv_CL Transformer Text_Generation PDF
2021-08-26 Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs? Kevin Blin, Andrei Kucharavy arXiv_CL arXiv_CL Transformer RNN Adversarial Attention GAN Text_Generation PDF
2021-08-26 StackMix and Blot Augmentations for Handwritten Text Recognition Alex Shonenkov, Denis Karachev, Maxim Novopoltsev, Mark Potanin, Denis Dimitrov arXiv_CV arXiv_CV Recognition Pose Text_Generation PDF
2021-08-24 Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering Melika Golestani, Seyedeh Zahra Razavi, Zeinab Borhanifard, Farnaz Tahmasebian, Hesham Faili arXiv_CL arXiv_CL Transformer Embedding Bert RNN Pose Attention Summarization Text_Generation Language_Model PDF
2021-08-23 CGEMs: A Metric Model for Automatic Code Generation using GPT-3 Aishwarya Narasimhan (1), Krishna Prasad Agara Venkatesha Rao (2), Veena M B (1) ((1) B M S College of Engineering, (2) Sony India Software Centre Pvt. Ltd.) arXiv_AI arXiv_AI Pose Classification Summarization Text_Generation QA PDF
2021-08-18 GGP: A Graph-based Grouping Planner for Explicit Control of Long Text Generation Xuming Lin, Shaobo Cui, Zhongzhou Zhao, Wei Zhou, Ji Zhang, Haiqing Chen arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-08-16 A Single Example Can Improve Zero-Shot Data Generation Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya arXiv_CL arXiv_CL Zero-Shot Pose Classification Detection Text_Generation PDF
2021-08-16 AutoChart: A Dataset for Chart-to-Text Generation Task Jiawen Zhu, Jinye Ran, Roy Ka-wei Lee, Kenny Choo, Zhi Li arXiv_AI arXiv_AI Pose Attention Text_Generation PDF
2021-08-15 SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation Steven Y. Feng, Jessica Huynh, Chaitanya Narisetty, Eduard Hovy, Varun Gangal arXiv_AI arXiv_AI Pose Text_Generation PDF
2021-08-14 The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg arXiv_CL arXiv_CL Pose Few-Shot Attention Text_Generation Language_Model PDF
2021-08-13 MTG: A Benchmarking Suite for Multilingual Text Generation Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li arXiv_CL arXiv_CL Text_Generation PDF
2021-08-13 GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback Minghui Huang, Dong Wang, Shuang Liu, Meizhen Ding arXiv_AI arXiv_AI Adversarial Pose Deep_Learning GAN Text_Generation PDF
2021-08-12 Generating Diverse Descriptions from Semantic Graphs Jiuzhou Han, Daniel Beck, Trevor Cohn arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-08-09 GAN Computers Generate Arts? A Survey on Visual Arts, Music, and Literary Text Generation using Generative Adversarial Network Sakib Shahriar arXiv_AI arXiv_AI Adversarial Face Survey Deep_Learning Attention GAN Text_Generation Caption Recommendation PDF
2021-08-08 Language Model Evaluation in Open-ended Text Generation An Nguyen arXiv_CL arXiv_CL Pose Text_Generation Language_Model PDF
2021-08-06 Sentence Semantic Regression for Text Generation Wei Wang, Piji Li, Hai-Tao Zheng arXiv_CL arXiv_CL Bert Pose Face Text_Generation Language_Model Prediction PDF
2021-08-04 Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text Vivek Srivastava, Mayank Singh arXiv_CL arXiv_CL Pose Text_Generation Prediction PDF
2021-08-04 Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar, Eric Malmi, Aliaksei Severyn, Yulia Tsvetkov arXiv_CL arXiv_CL Style_Transfer Optimization Pose Text_Generation Inference Language_Model PDF
2021-08-03 Exploiting BERT For Multimodal Target SentimentClassification Through Input Space Translation Zaid Khan, Yun Fu arXiv_CV arXiv_CV Transformer Bert Sentiment_Classification Emotion Classification Sentiment Text_Generation Language_Model PDF
2021-08-02 Logic-Consistency Text Generation from Semantic Parses Chang Shu, Yusen Zhang, Xiangyu Dong, Peng Shi, Tao Yu, Rui Zhang arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-07-27 Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang arXiv_CL arXiv_CL Transformer Tracking Knowledge Pose Text_Generation Inference PDF
2021-07-21 Guided Generation of Cause and Effect Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme arXiv_CL arXiv_CL Knowledge Knowledge_Graph Text_Generation PDF
2021-07-20 WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset Luyu Wang, Yujia Li, Ozlem Aslan, Oriol Vinyals arXiv_AI arXiv_AI Transformer Represenation_Learning Knowledge Knowledge_Graph Text_Generation PDF
2021-07-17 Generative Pretraining for Paraphrase Evaluation Jack Weston, Raphael Lenain, Udeepa Meepegama, Emil Fristed arXiv_CL arXiv_CL Represenation_Learning Text_Generation PDF
2021-07-16 Urdu & Hindi Poetry Generation using Neural Networks Shakeeb A. M. Mukhtar, Pushkar S. Joglekar arXiv_CL arXiv_CL Knowledge Pose Face Deep_Learning Text_Generation PDF
2021-07-14 From Show to Tell: A Survey on Image Captioning Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara arXiv_CV arXiv_CV Image_Caption Bert Pose Survey Quantitative Relation Text_Generation Caption Language_Model PDF
2021-07-13 FairyTailor: A Multimodal Generative Framework for Storytelling Eden Bensaid, Mauro Martino, Benjamin Hoover, Jacob Andreas, Hendrik Strobelt arXiv_AI arXiv_AI Knowledge Text_Generation PDF
2021-07-12 Direct speech-to-speech translation with discrete units Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Pino, Wei-Ning Hsu arXiv_CL arXiv_CL Speech Self-Supervised Pose Attention Text_Generation Inference PDF
2021-07-12 CatVRNN: Generating Category Texts via Multi-task Learning Pengsen Cheng, Jiayong Liu, Jinqiao Dai arXiv_CL arXiv_CL RNN Adversarial Pose Classification Attention GAN Text_Generation PDF
2021-07-08 Inspiration through Observation: Demonstrating the Influence of Automatically Generated Text on Creative Writing Melissa Roemmele arXiv_AI arXiv_AI Text_Generation Language_Model PDF
2021-07-08 HinGE: A Dataset for Generation and Evaluation of Code-Mixed Hinglish Text Vivek Srivastava, Mayank Singh arXiv_CL arXiv_CL Speech Pose Text_Generation 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 Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin, Daniel Johnson, Jonathan Ho, Danny Tarlow, Rianne van den Berg arXiv_AI arXiv_AI Embedding Denoising Text_Generation PDF
2021-07-07 DISCO : efficient unsupervised decoding for discrete natural language problems via convex relaxation Anish Acharya, Rudrajit Das, Greg Durrett, Inderjit Dhillon, Sujay Sanghavi arXiv_AI arXiv_AI Unsupervised Adversarial Pose Text_Generation PDF
2021-07-02 Scarecrow: A Framework for Scrutinizing Machine Text Yao Dou, Maxwell Forbes, Rik Koncel-Kedziorski, Noah A.Smith, Yejin Choi arXiv_CL arXiv_CL Ontology Text_Generation Language_Model PDF
2021-07-01 Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder Xiangyu Xi, Wei Ye, Shikun Zhang, Quanxiu Wang, Huixing Jiang, Wei Wu arXiv_CL arXiv_CL Pose Action Text_Generation Prediction PDF
2021-06-30 Evaluation of Thematic Coherence in Microblogs Iman Munire Bilal, Bo Wang, Maria Liakata, Rob Procter, Adam Tsakalidis arXiv_CL arXiv_CL Face Text_Generation PDF
2021-06-29 Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Zhen Li, Bowen Zhou, Shuguang Cui, Zhiting Hu arXiv_AI arXiv_AI Unsupervised Style_Transfer Pose Text_Generation CNN Matching PDF
2021-06-26 UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung arXiv_CV arXiv_CV Image_Caption Bert Contrastive_Learning Relation Text_Generation Caption PDF
2021-06-24 Towards Understanding and Mitigating Social Biases in Language Models Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov arXiv_AI arXiv_AI Pose Text_Generation Language_Model 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
2021-06-20 Do Encoder Representations of Generative Dialogue Models Encode Sufficient Information about the Task ? Prasanna Parthasarathi, Joelle Pineau, Sarath Chandar arXiv_CL arXiv_CL Transformer RNN Pose Text_Generation PDF
2021-06-19 JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang arXiv_AI arXiv_AI Transformer Reconstruction Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Text_Generation PDF
2021-06-18 Some Theoretical Insights into Wasserstein GANs Gérard Biau (LPSM (UMR\_8001)), Maxime Sangnier (LPSM (UMR\_8001)), Ugo Tanielian (LPSM (UMR\_8001)) arXiv_CV arXiv_CV Optimization Adversarial GAN Text_Generation PDF
2021-06-15 Textual Data Distributions: Kullback Leibler Textual Distributions Contrasts on GPT-2 Generated Texts, with Supervised, Unsupervised Learning on Vaccine & Market Topics & Sentiment Jim Samuel, Ratnakar Palle, Eduardo Correa Soares arXiv_CL arXiv_CL Unsupervised Sparse Sentiment Text_Generation PDF
2021-06-14 Text Generation with Efficient Q-Learning Han Guo, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu arXiv_CL arXiv_CL Reinforcement_Learning Sparse Adversarial Text_Generation Language_Model PDF
2021-06-14 Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation Xiang Lin, Simeng Han, Shafiq Joty arXiv_CL arXiv_CL Text_Generation Language_Model PDF
2021-06-14 Automatic Document Sketching: Generating Drafts from Analogous Texts Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan arXiv_CL arXiv_CL Transformer Reinforcement_Learning Weakly_Supervised Sketch Review Text_Generation Language_Model Prediction PDF
2021-06-11 Local Explanation of Dialogue Response Generation Yi-Lin Tuan, Connor Pryor, Wenhu Chen, Lise Getoor, William Yang Wang arXiv_CL arXiv_CL Pose Action Classification Relation Attention Text_Generation Prediction PDF
2021-06-10 ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation Wanrong Zhu, Xin Eric Wang, An Yan, Miguel Eckstein, William Yang Wang arXiv_AI arXiv_AI Embedding Pose Relation Text_Generation PDF
2021-06-05 Multimodal Story Generation on Plural Images Jing Jiang arXiv_CV arXiv_CV Pose Relation Text_Generation PDF
2021-06-04 Neural semi-Markov CRF for Monolingual Word Alignment Wuwei Lan, Chao Jiang, Wei Xu arXiv_CL arXiv_CL Pose Classification Text_Generation QA 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 Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models Junyi Li, Tianyi Tang, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen arXiv_CL arXiv_CL Knowledge Knowledge_Graph Relation Few-Shot Text_Generation Language_Model PDF
2021-06-01 DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation Xinyu Hua, Ashwin Sreevatsa, Lu Wang arXiv_CL arXiv_CL Pose Face Text_Generation Language_Model PDF
2021-05-31 Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation Peng Wang, Junyang Lin, An Yang, Chang Zhou, Yichang Zhang, Jingren Zhou, Hongxia Yang arXiv_CL arXiv_CL Sketch Pose Text_Generation PDF
2021-05-30 A Compression-Compilation Framework for On-mobile Real-time BERT Applications Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang arXiv_AI arXiv_AI Transformer NAS Bert Optimization Pose Deep_Learning Text_Generation QA PDF
2021-05-28 OTTers: One-turn Topic Transitions for Open-Domain Dialogue Karin Sevegnani, David M. Howcroft, Ioannis Konstas, Verena Rieser arXiv_CL arXiv_CL Text_Generation PDF
2021-05-28 Data Augmentation for Text Generation Without Any Augmented Data Wei Bi, Huayang Li, Jiacheng Huang arXiv_AI arXiv_AI Pose Text_Generation PDF
2021-05-28 SciFive: a text-to-text transformer model for biomedical literature Long N. Phan, James T. Anibal, Hieu Tran, Shaurya Chanana, Erol Bahadroglu, Alec Peltekian, Grégoire Altan-Bonnet arXiv_AI arXiv_AI Transformer Bert Action Relation Relation_Extraction Text_Generation Medical Inference PDF
2021-05-27 Generative Adversarial Imitation Learning for Empathy-based AI Pratyush Muthukumar, Karishma Muthukumar, Deepan Muthirayan, Pramod Khargonekar arXiv_CL arXiv_CL Transfer_Learning Reinforcement_Learning Adversarial Pose Emotion Face Action Sentiment Text_Generation Language_Model PDF
2021-05-25 Argument Undermining: Counter-Argument Generation by Attacking Weak Premises Milad Alshomary, Shahbaz Syed, Martin Potthast, Henning Wachsmuth arXiv_CL arXiv_CL Pose Attention Text_Generation PDF
2021-05-23 Controlling Text Edition by Changing Answers of Specific Questions Lei Sha, Patrick Hohenecker, Thomas Lukasiewicz arXiv_AI arXiv_AI Pose Text_Generation PDF
2021-05-21 SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein arXiv_CV arXiv_CV Recognition Adversarial Pose Action GAN Text_Generation PDF
2021-05-21 Pretrained Language Models for Text Generation: A Survey Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen arXiv_AI arXiv_AI Survey Deep_Learning Text_Generation Language_Model PDF
2021-05-19 Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence Jian Guan, Xiaoxi Mao, Changjie Fan, Zitao Liu, Wenbiao Ding, Minlie Huang arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-05-18 CoTexT: Multi-task Learning with Code-Text Transformer Long Phan, Hieu Tran, Daniel Le, Hieu Nguyen, James Anibal, Alec Peltekian, Yanfang Ye arXiv_AI arXiv_AI Transformer Self-Supervised Pose Classification Detection Text_Generation PDF
2021-05-18 Stylized Story Generation with Style-Guided Planning Xiangzhe Kong, Jialiang Huang, Ziquan Tung, Jian Guan, Minlie Huang arXiv_AI arXiv_AI Pose Text_Generation PDF
2021-05-17 Stage-wise Fine-tuning for Graph-to-Text Generation Qingyun Wang, Semih Yavuz, Victoria Lin, Heng Ji, Nazneen Rajani arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Text_Generation Language_Model PDF
2021-05-16 Doc2Dict: Information Extraction as Text Generation Benjamin Townsend, Eamon Ito-Fisher, Lily Zhang, Madison May arXiv_AI arXiv_AI Transformer Action Text_Generation Language_Model 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 Joint Retrieval and Generation Training for Grounded Text Generation Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan arXiv_AI arXiv_AI Pose Text_Generation Language_Model PDF
2021-05-12 Conversational Negation using Worldly Context in Compositional Distributional Semantics Benjamin Rodatz, Razin A. Shaikh, Lia Yeh arXiv_CL arXiv_CL Knowledge Pose Action Relation Text_Generation PDF
2021-05-10 R2D2: Relational Text Decoding with Transformers Aryan Arbabi, Mingqiu Wang, Laurent El Shafey, Nan Du, Izhak Shafran arXiv_CL arXiv_CL Transformer Bert Pose Action Relation Attention Text_Generation Medical PDF
2021-05-08 e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz arXiv_CV arXiv_CV Embedding Pose Text_Generation Language_Model Prediction PDF
2021-05-08 Neural Text Generation with Part-of-Speech Guided Softmax Zhixian Yang, Xiaojun Wan arXiv_AI arXiv_AI Speech Pose Text_Generation PDF
2021-05-07 On-the-Fly Controlled Text Generation with Experts and Anti-Experts Alisa Liu, Maarten Sap, Ximing Lu, Swabha Swayamdipta, Chandra Bhagavatula, Noah A. Smith, Yejin Choi arXiv_CL arXiv_CL Pose Sentiment Text_Generation Language_Model PDF
2021-04-29 Text-to-Text Multi-view Learning for Passage Re-ranking Jia-Huei Ju, Jheng-Hong Yang, Chuan-Ju Wang arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-04-27 Text Generation with Deep Variational GAN Mahmoud Hossam, Trung Le, Michael Papasimeon, Viet Huynh, Dinh Phung arXiv_AI arXiv_AI Pose GAN Text_Generation PDF
2021-04-26 Focused Attention Improves Document-Grounded Generation Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W Black, Ruslan Salakhutdinov arXiv_CL arXiv_CL Pose Attention Text_Generation PDF
2021-04-23 On a Utilitarian Approach to Privacy Preserving Text Generation Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier arXiv_CL arXiv_CL Reconstruction Text_Classification Optimization Pose Classification Text_Generation PDF
2021-04-18 Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation Yuning Mao, Wenchang Ma, Deren Lei, Xiang Ren arXiv_CL arXiv_CL Pose Action Denoising Text_Generation Language_Model PDF
2021-04-18 A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan arXiv_AI arXiv_AI Pose Detection Text_Generation PDF
2021-04-16 Learning to Reason for Text Generation from Scientific Tables Nafise Sadat Moosavi, Andreas Rücklé, Dan Roth, Iryna Gurevych arXiv_CL arXiv_CL Face Text_Generation PDF
2021-04-16 An Empirical Study of Extrapolation in Text Generation with Scalar Control Aashi Jain, Taylor Berg-Kirkpatrick arXiv_CL arXiv_CL Embedding Zero-Shot Sentiment Text_Generation PDF
2021-04-15 ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning Swarnadeep Saha, Prateek Yadav, Lisa Bauer, Mohit Bansal arXiv_AI arXiv_AI Knowledge Pose Text_Generation Prediction 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 Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari arXiv_CL arXiv_CL Pose Relation Text_Generation Prediction QA PDF
2021-04-15 Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly arXiv_CL arXiv_CL Quantization Pose Ontology Text_Generation Prediction PDF
2021-04-14 Reformulating Sentence Ordering as Conditional Text Generation Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi arXiv_CL arXiv_CL Transformer Zero-Shot Relation GAN Text_Generation PDF
2021-04-13 From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation Jianing Zhou, Hongyu Gong, Suma Bhat arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-04-13 Detoxifying Language Models Risks Marginalizing Minority Voices Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap, Dan Klein arXiv_CL arXiv_CL Pose Relation Text_Generation Language_Model PDF
2021-04-12 FUDGE: Controlled Text Generation With Future Discriminators Kevin Yang, Dan Klein arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-04-12 StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency arXiv_AI arXiv_AI Style_Transfer Text_Generation PDF
2021-04-08 Handwriting Transformers Ankan Kumar Bhunia, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Mubarak Shah arXiv_CV arXiv_CV Transformer Handwriting Knowledge Pose Quantitative Relation Few-Shot Attention Text_Generation PDF
2021-04-02 Sketch and Customize: A Counterfactual Story Generator Changying Hao, Liang Pang, Yanyan Lan, Yan Wang, Jiafeng Guo, Xueqi Cheng arXiv_AI arXiv_AI Sketch Pose Relation Text_Generation 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
2021-04-01 FeTaQA: Free-form Table Question Answering Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Victoria Lin, Neha Verma, Rui Zhang, Wojciech Kryściński, Nick Schoelkopf, Riley Kong, Xiangru Tang, Murori Mutuma, Ben Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir Radev arXiv_CL arXiv_CL Knowledge Pose Relation Text_Generation Inference QA PDF
2021-03-30 Evaluating the Morphosyntactic Well-formedness of Generated Texts Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani, Aditi Chaudhary, David R. Mortensen, Graham Neubig, Yulia Tsvetkov arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-03-30 AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation Imke van Heerden, Anil Bas arXiv_CL arXiv_CL RNN Knowledge Pose Text_Generation Language_Model PDF
2021-03-29 Changing the Mind of Transformers for Topically-Controllable Language Generation Haw-Shiuan Chang, Jiaming Yuan, Mohit Iyyer, Andrew McCallum arXiv_CL arXiv_CL Transformer Self-Supervised Text_Generation Language_Model PDF
2021-03-28 On Hallucination and Predictive Uncertainty in Conditional Language Generation Yijun Xiao, William Yang Wang arXiv_CL arXiv_CL Image_Caption Pose Relation Text_Generation Caption PDF
2021-03-26 Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter arXiv_AI arXiv_AI Enhancement Text_Generation PDF
2021-03-24 Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2 Gregor Betz, Kyle Richardson, Christian Voigt arXiv_CL arXiv_CL Zero-Shot Text_Generation Inference Language_Model PDF
2021-03-22 SparseGAN: Sparse Generative Adversarial Network for Text Generation Liping Yuan, Jiehang Zeng, Xiaoqing Zheng arXiv_CL arXiv_CL Embedding Sparse Adversarial Pose GAN Text_Generation PDF
2021-03-21 Non-Autoregressive Translation by Learning Target Categorical Codes Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen arXiv_AI arXiv_AI Transformer Pose Action Text_Generation PDF
2021-03-20 Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu, Kenji Sagae, Zhou Yu arXiv_CL arXiv_CL Pose Sentiment Text_Generation Language_Model PDF
2021-03-19 Controllable Generation from Pre-trained Language Models via Inverse Prompting Xu Zou, Da Yin, Qingyang Zhong, Hongxia Yang, Zhilin Yang, Jie Tang arXiv_AI arXiv_AI Pose Text_Generation Language_Model QA PDF
2021-03-18 Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! Xuanli He, Lingjuan Lyu, Qiongkai Xu, Lichao Sun arXiv_CL arXiv_CL Bert Text_Classification Knowledge Adversarial Action Classification Text_Generation Language_Model PDF
2021-03-16 Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro, Yue Zhang, Iryna Gurevych arXiv_CL arXiv_CL Knowledge Pose Action Text_Generation Language_Model PDF
2021-03-15 Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster, Adam Fisch, Regina Barzilay arXiv_CL arXiv_CL Adversarial Text_Generation Inference PDF
2021-03-15 Knowledge driven Description Synthesis for Floor Plan Interpretation Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar arXiv_CV arXiv_CV Image_Caption Transformer Knowledge Pose Action Text_Generation Caption PDF
2021-03-13 Improving Diversity of Neural Text Generation via Inverse Probability Weighting Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li arXiv_CL arXiv_CL Pose Text_Generation Language_Model PDF
2021-03-12 Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu, Liwen Zhang, Wenjuan Han, Yue Zhang, Kewei Tu arXiv_CL arXiv_CL Reinforcement_Learning Text_Generation PDF
2021-03-11 ENTRUST: Argument Reframing with Language Models and Entailment Tuhin Chakrabarty, Christopher Hidey, Smaranda Muresan arXiv_AI arXiv_AI Pose Text_Generation Language_Model PDF
2021-03-11 Topical Language Generation using Transformers Rohola Zandie, Mohammad H. Mahoor arXiv_AI arXiv_AI Transformer Sentiment Text_Generation Language_Model PDF
2021-03-10 Causal-aware Safe Policy Improvement for Task-oriented dialogue Govardana Sachithanandam Ramachandran, Kazuma Hashimoto, Caiming Xiong arXiv_AI arXiv_AI Reinforcement_Learning Pose Text_Generation PDF
2021-03-10 Hurdles to Progress in Long-form Question Answering Kalpesh Krishna, Aurko Roy, Mohit Iyyer arXiv_CL arXiv_CL Sparse Pose Attention Text_Generation QA PDF
2021-02-28 Towards Conversational Humor Analysis and Design Tanishq Chaudhary, Mayank Goel, Radhika Mamidi arXiv_CL arXiv_CL Classification Text_Generation PDF
2021-02-28 Topic Modelling Meets Deep Neural Networks: A Survey He Zhao, Dinh Phung, Viet Huynh, Yuan Jin, Lan Du, Wray Buntine arXiv_CL arXiv_CL Knowledge Review Survey Text_Generation Language_Model PDF
2021-02-17 Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui arXiv_AI arXiv_AI Unsupervised Pose Quantitative Relation Text_Generation 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
2021-02-12 Structural Information Preserving for Graph-to-Text Generation Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-02-12 On Efficient Training, Controllability and Compositional Generalization of Insertion-based Language Generators Sidi Lu, Nanyun Peng arXiv_CL arXiv_CL Transformer Pose Attention Text_Generation Caption Language_Model PDF
2021-02-08 Generate and Revise: Reinforcement Learning in Neural Poetry Andrea Zugarini, Luca Pasqualini, Stefano Melacci, Marco Maggini arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose Emotion Text_Generation Matching PDF
2021-02-06 Neural Data-to-Text Generation with LM-based Text Augmentation Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su arXiv_CL arXiv_CL Weakly_Supervised Pose Few-Shot Text_Generation PDF
2021-02-06 Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning Ernie Chang, Hui-Syuan Yeh, Vera Demberg arXiv_CL arXiv_CL Text_Generation PDF
2021-02-05 GraphPlan: Story Generation by Planning with Event Graph Hong Chen, Raphael Shu, Hiroya Takamura, Hideki Nakayama arXiv_CL arXiv_CL Knowledge Pose Text_Generation PDF
2021-02-04 Controlling Hallucinations at Word Level in Data-to-Text Generation Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari arXiv_AI arXiv_AI Pose Text_Generation PDF
2021-02-04 Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho, Jie Lei, Hao Tan, Mohit Bansal arXiv_AI arXiv_AI Image_Caption Pose VQA Text_Generation Caption Language_Model PDF
2021-02-04 Data-to-text Generation with Macro Planning Ratish Puduppully, Mirella Lapata arXiv_CL arXiv_CL Pose Face Action GAN Text_Generation PDF
2021-02-02 MAUVE: Human-Machine Divergence Curves for Evaluating Open-Ended Text Generation Krishna Pillutla, Swabha Swayamdipta, Rowan Zellers, John Thickstun, Yejin Choi, Zaid Harchaoui arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-01-28 Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani arXiv_CV arXiv_CV Transformer Embedding Speech Pose Text_Generation Caption PDF
2021-01-27 BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation Jwala Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta arXiv_AI arXiv_AI Pose Deep_Learning Text_Generation Language_Model PDF
2021-01-24 Belief-based generation of Argumentative Claims Milad Alshomary, Wei-Fan Chen, Timon Gurcke, Henning Wachsmuth arXiv_AI arXiv_AI Text_Generation PDF
2021-01-20 Generating Text by Splicing Together Nearest Neighbors Sam Wiseman, Arturs Backurs, Karl Stratos arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-01-20 Macroscopic Control of Text Generation for Image Captioning Zhangzi Zhu, Tianlei Wang, Hong Qu arXiv_CV arXiv_CV Image_Caption Pose Text_Generation Caption Matching PDF
2021-01-17 What Makes Good In-Context Examples for GPT-$3$? Jiachang Liu, Dinghan Shen, Yizhe Zhang, Bill Dolan, Lawrence Carin, Weizhu Chen arXiv_CL arXiv_CL Knowledge Pose Few-Shot Attention Text_Generation PDF
2021-01-17 Narration Generation for Cartoon Videos Nikos Papasarantopoulos, Shay B. Cohen arXiv_CL arXiv_CL Pose Text_Generation Caption 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
2021-01-11 Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin arXiv_CL arXiv_CL Reinforcement_Learning Regularization Pose Text_Generation Language_Model PDF
2021-01-06 TextBox: A Unified, Modularized, and Extensible Framework for Text Generation Junyi Li, Tianyi Tang, Gaole He, Jinhao Jiang, Xiaoxuan Hu, Puzhao Xie, Wayne Xin Zhao, Ji-Rong Wen arXiv_AI arXiv_AI GAN Text_Generation Inference Language_Model PDF
2021-01-05 Political Depolarization of News Articles Using Attribute-aware Word Embeddings Ruibo Liu, Lili Wang, Chenyan Jia, Soroush Vosoughi arXiv_AI arXiv_AI Embedding Pose Text_Generation PDF
2021-01-04 Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events Le Fang, Tao Zeng, Chaochun Liu, Liefeng Bo, Wen Dong, Changyou Chen arXiv_AI arXiv_AI Knowledge Pose Action Text_Generation Language_Model PDF
2021-01-02 Zero-shot Learning by Generating Task-specific Adapters Qinyuan Ye, Xiang Ren arXiv_CL arXiv_CL Transformer Zero-Shot Text_Generation PDF
2021-01-02 The Truth is Out There: Investigating Conspiracy Theories in Text Generation Sharon Levy, Michael Saxon, William Yang Wang arXiv_CL arXiv_CL Pose Text_Generation Language_Model PDF
2021-01-02 On-the-Fly Attention Modularization for Neural Generation Yue Dong, Chandra Bhagavatula, Ximing Lu, Jena D. Hwang, Antoine Bosselut, Jackie Chi Kit Cheung, Yejin Choi arXiv_CL arXiv_CL Attention Text_Generation Inference Language_Model PDF
2021-01-02 SDA: Improving Text Generation with Self Data Augmentation Ping Yu, Ruiyi Zhang, Yang Zhao, Yizhe Zhang, Chunyuan Li, Changyou Chen arXiv_CL arXiv_CL Pose Text_Generation PDF
2021-01-01 Polyjuice: Automated, General-purpose Counterfactual Generation Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld arXiv_CL arXiv_CL Pose Text_Generation 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
2021-01-01 DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Text_Generation PDF
2021-01-01 A Graph Total Variation Regularized Softmax for Text Generation Liu Bin, Wang Liang, Yin Guosheng arXiv_CL arXiv_CL Pose Classification Relation Text_Generation Language_Model PDF
2020-12-31 Promoting Graph Awareness in Linearized Graph-to-Text Generation Alexander Hoyle, Ana Marasović, Noah Smith arXiv_CL arXiv_CL Transformer Denoising Text_Generation PDF
2020-12-29 Generating Wikipedia Article Sections from Diverse Data Sources Mingda Chen, Sam Wiseman, Kevin Gimpel arXiv_CL arXiv_CL Text_Generation 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
2020-12-29 Robust Dialogue Utterance Rewriting as Sequence Tagging Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu arXiv_CL arXiv_CL Text_Generation PDF
2020-12-28 Neural Text Generation with Artificial Negative Examples Keisuke Shirai, Kazuma Hashimoto, Akiko Eriguchi, Takashi Ninomiya, Shinsuke Mori arXiv_AI arXiv_AI Image_Caption Reinforcement_Learning Pose Text_Generation Caption Inference 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
2020-12-21 A Distributional Approach to Controlled Text Generation Muhammad Khalifa, Hady Elsahar, Marc Dymetman arXiv_AI arXiv_AI Knowledge Pose Action Text_Generation Language_Model PDF
2020-12-19 Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection Yikang Li, Pulkit Goel, Varsha Kuppur Rajendra, Har Simrat Singh, Jonathan Francis, Kaixin Ma, Eric Nyberg, Alessandro Oltramari arXiv_CL arXiv_CL Knowledge Knowledge_Graph Speech Pose Action Relation Attention Text_Generation Language_Model Matching PDF
2020-12-19 Controllable and contextualised writing tool for novel authors Alexandre Duval, Gael de Leseleuc de Kerouara, Thomas Lamson arXiv_CL arXiv_CL Transfer_Learning Pose Text_Generation Language_Model PDF
2020-12-14 Generating Math Word Problems from Equations with Topic Controlling and Commonsense Enforcement Tianyang Cao, Shuang Zeng, Songge Zhao, Mairgup Mansur, Baobao Chang arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Text_Generation Language_Model 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
2020-12-10 Research Challenges in Designing Differentially Private Text Generation Mechanisms Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier arXiv_CL arXiv_CL 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 Facts2Story: Controlling Text Generation by Key Facts Eyal Orbach (Bar Ilan University), Yoav Goldberg (Bar Ilan University and Allen Institute for Artificial Intelligence) arXiv_CL arXiv_CL Pose Attention Text_Generation Language_Model PDF
2020-12-06 Robust Image Captioning Daniel Yarnell, Xian Wang arXiv_CV arXiv_CV Image_Caption Embedding Knowledge Adversarial Pose Relation Attention Text_Generation Caption PDF
2020-12-01 Denoising Pre-Training and Data Augmentation Strategies for Enhanced RDF Verbalization with Transformers Sebastien Montella, Betty Fabre, Tanguy Urvoy, Johannes Heinecke, Lina Rojas-Barahona arXiv_CL arXiv_CL Transformer Knowledge Pose Denoising Text_Generation PDF
2020-11-29 Latent Template Induction with Gumbel-CRFs Yao Fu, Chuanqi Tan, Bin Bi, Mosha Chen, Yansong Feng, Alexander M. Rush arXiv_AI arXiv_AI Unsupervised Pose Text_Generation Inference PDF
2020-11-24 Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue arXiv_AI arXiv_AI Pose Action Text_Generation Language_Model PDF
2020-11-21 Evaluating Semantic Accuracy of Data-to-Text Generation with Natural Language Inference Ondřej Dušek, Zdeněk Kasner arXiv_CL arXiv_CL Pose Text_Generation Inference PDF
2020-11-15 DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru, Han Guo, Mohit Bansal arXiv_AI arXiv_AI Reinforcement_Learning Optimization Text_Generation PDF
2020-11-14 Conditioned Natural Language Generation using only Unconditioned Language Model: An Exploration Fan-Keng Sun, Cheng-I Lai arXiv_CL arXiv_CL Transformer Text_Generation Language_Model PDF
2020-11-14 Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan arXiv_AI arXiv_AI Review Pose Text_Generation Matching PDF
2020-11-11 E-commerce Query-based Generation based on User Review Yiren Liu, Kuan-Ying Lee arXiv_CL arXiv_CL Review Pose Sentiment Attention Text_Generation PDF
2020-11-10 From Unsupervised Machine Translation To Adversarial Text Generation Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh arXiv_CL arXiv_CL Reconstruction Unsupervised Adversarial Attention GAN Text_Generation PDF
2020-11-10 Multilingual AMR-to-Text Generation Angela Fan, Claire Gardent arXiv_CL arXiv_CL Embedding Text_Generation PDF
2020-11-08 Adapting a Language Model for Controlled Affective Text Generation Ishika Singh, Ahsan Barkati, Tushar Goswamy, Ashutosh Modi arXiv_AI arXiv_AI Pose Emotion Text_Generation Language_Model PDF
2020-11-07 SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language Ning Li, Bethany Keller, Mark Butler, Daniel Cer arXiv_AI arXiv_AI Weakly_Supervised Pose Face Text_Generation PDF
2020-11-07 Template Controllable keywords-to-text Generation Abhijit Mishra, Md Faisal Mahbub Chowdhury, Sagar Manohar, Dan Gutfreund, Karthik Sankaranarayanan arXiv_AI arXiv_AI Speech Pose Face Quantitative Text_Generation PDF
2020-11-03 Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone, Alexandre Caulier, Marc Lelarge arXiv_AI arXiv_AI Text_Generation Language_Model PDF
2020-11-03 Data-to-Text Generation with Iterative Text Editing Zdeněk Kasner, Ondřej Dušek arXiv_CL arXiv_CL Zero-Shot Text_Generation Language_Model 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
2020-11-02 Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation Ruizhe Li, Xiao Li, Guanyi Chen, Chenghua Lin arXiv_CL arXiv_CL RNN Pose Text_Generation Language_Model PDF
2020-11-01 CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He arXiv_CL arXiv_CL Review Pose Text_Generation QA PDF
2020-10-29 Reducing Non-Normative Text Generation from Language Models Xiangyu Peng, Siyan Li, Spencer Frazier, Mark Riedl arXiv_CL arXiv_CL Transformer Reinforcement_Learning Text_Generation Language_Model PDF
2020-10-26 Dutch Humor Detection by Generating Negative Examples Thomas Winters, Pieter Delobelle arXiv_AI arXiv_AI Transformer Recognition Bert Pose Classification Detection Text_Generation Language_Model PDF
2020-10-24 NeuroLogic Decoding: supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu, Peter West, Rowan Zellers, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi arXiv_CL arXiv_CL Unsupervised Pose Text_Generation Inference Language_Model 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 Text Editing by Command Felix Faltings, Michel Galley, Gerold Hintz, Chris Brockett, Chris Quirk, Jianfeng Gao, Bill Dolan arXiv_CL arXiv_CL Transformer Pose Text_Generation PDF
2020-10-24 CaM-Gen:Causally-aware Metric-guided Text Generation Navita Goyal, Roodram Paneri, Ayush Agarwal, Udit Kalani, Abhilasha Sancheti, Niyati Chhaya arXiv_CL arXiv_CL Transformer Knowledge Pose Relation Text_Generation Inference Language_Model PDF
2020-10-23 Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou arXiv_CL arXiv_CL Knowledge Knowledge_Graph Text_Generation Language_Model QA PDF
2020-10-21 PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari arXiv_CL arXiv_CL Reinforcement_Learning Text_Generation Inference PDF
2020-10-19 Better Distractions: Transformer-based Distractor Generation and Multiple Choice Question Filtering Jeroen Offerijns, Suzan Verberne, Tessa Verhoef arXiv_CL arXiv_CL Transformer Bert Action Attention Text_Generation Language_Model QA PDF
2020-10-18 Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model Jason Obeid, Enamul Hoque arXiv_AI arXiv_AI Transformer Text_Generation PDF
2020-10-17 RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Jun Quan, Shian Zhang, Qian Cao, Zizhong Li, Deyi Xiong arXiv_CL arXiv_CL Tracking Pose Detection Text_Generation PDF
2020-10-17 Incorporate Semantic Structures into Machine Translation Evaluation via UCCA Jin Xu, Yinuo Guo, Junfeng Hu arXiv_CL arXiv_CL Pose Text_Generation PDF
2020-10-16 Reflective Decoding: Unsupervised Paraphrasing and Abductive Reasoning Peter West, Ximing Lu, Ari Holtzman, Chandra Bhagavatula, Jena Hwang, Yejin Choi arXiv_CL arXiv_CL Unsupervised Text_Generation Language_Model PDF
2020-10-16 Collaborative Training of GANs in Continuous and Discrete Spaces for Text Generation Yanghoon Kim, Seungpil Won, Seunghyun Yoon, Kyomin Jung arXiv_AI arXiv_AI Reinforcement_Learning Adversarial Pose Action GAN Text_Generation 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 Learning Better Representation for Tables by Self-Supervised Tasks Liang Li, Can Ma, Yinliang Yue, Linjun Shou, Dayong Hu arXiv_CL arXiv_CL Salient Self-Supervised Pose GAN Text_Generation 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 Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries Xiaofei Sun, Chun Fan, Zijun Sun, Yuxian Meng, Fei Wu, Jiwei Li arXiv_CL arXiv_CL Reconstruction Unsupervised Pose Text_Generation Prediction PDF
2020-10-13 Random Network Distillation as a Diversity Metric for Both Image and Text Generation Liam Fowl, Micah Goldblum, Arjun Gupta, Amr Sharaf, Tom Goldstein arXiv_CV arXiv_CV Reinforcement_Learning Few-Shot Text_Generation PDF
2020-10-13 Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance Xi Chen, Nan Ding, Tomer Levinboim, Radu Soricut arXiv_CL arXiv_CL Bert Relation Text_Generation PDF
2020-10-13 Incorporating BERT into Parallel Sequence Decoding with Adapters Junliang Guo, Zhirui Zhang, Linli Xu, Hao-Ran Wei, Boxing Chen, Enhong Chen arXiv_CL arXiv_CL Bert Pose Text_Generation Inference Language_Model 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 Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin, Vered Shwartz, Peter West, Chandra Bhagavatula, Jena Hwang, Ronan Le Bras, Antoine Bosselut, Yejin Choi arXiv_AI arXiv_AI Unsupervised Pose Text_Generation Language_Model PDF
2020-10-12 Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data Katja Filippova arXiv_CL arXiv_CL Text_Generation 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
2020-10-10 On Long-Tailed Phenomena in Neural Machine Translation Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze arXiv_AI arXiv_AI Pose Action Quantitative NMT Classification Text_Generation Inference Prediction PDF
2020-10-10 Adversarial Self-Supervised Data-Free Distillation for Text Classification Xinyin Ma, Yongliang Shen, Gongfan Fang, Chen Chen, Chenghao Jia, Weiming Lu arXiv_AI arXiv_AI Transformer Embedding Bert Text_Classification Knowledge Adversarial Self-Supervised Pose Classification Text_Generation Language_Model PDF
2020-10-09 Online Back-Parsing for AMR-to-Text Generation Xuefeng Bai, Linfeng Song, Yue Zhang arXiv_CL arXiv_CL Transformer Pose Text_Generation Language_Model PDF
2020-10-09 A Survey of Knowledge-Enhanced Text Generation Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang arXiv_AI arXiv_AI Knowledge Review Pose Survey Action Text_Generation PDF
2020-10-09 Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing arXiv_CL arXiv_CL Action Text_Generation CNN 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 Narrative Text Generation with a Latent Discrete Plan Harsh Jhamtani, Taylor Berg-Kirkpatrick arXiv_AI arXiv_AI Unsupervised Pose Text_Generation Inference PDF
2020-10-06 Plug and Play Autoencoders for Conditional Text Generation Florian Mai (1 and 2), Nikolaos Pappas (3), Ivan Montero (3), Noah A. Smith (3 and 4), James Henderson (1) ((1) Idiap Research Institute, (2) EPFL, (3) University of Washington, (4) Allen Institute for Artificial Intelligence) arXiv_AI arXiv_AI Embedding Style_Transfer Pose Text_Generation 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 Investigating African-American Vernacular English in Transformer-Based Text Generation Sophie Groenwold, Lily Ou, Aesha Parekh, Samhita Honnavalli, Sharon Levy, Diba Mirza, William Yang Wang arXiv_AI arXiv_AI Transformer Classification Sentiment Text_Generation PDF
2020-10-06 Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian McAuley arXiv_CV arXiv_CV Embedding Unsupervised Pose Face Attention Text_Generation Medical PDF
2020-10-06 T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li arXiv_CL arXiv_CL Adversarial Pose Sentiment Text_Generation QA PDF
2020-10-05 CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation Tianlu Wang, Xuezhi Wang, Yao Qin, Ben Packer, Kang Li, Jilin Chen, Alex Beutel, Ed Chi arXiv_CL arXiv_CL Sentiment_Classification Review Adversarial Classification Sentiment Text_Generation Prediction PDF
2020-10-05 KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang arXiv_AI arXiv_AI Transfer_Learning Zero-Shot Knowledge Pose Few-Shot Text_Generation PDF
2020-10-05 PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation Xinyu Hua, Lu Wang arXiv_CL arXiv_CL Transformer Bert Pose Text_Generation PDF
2020-10-05 Viable Threat on News Reading: Generating Biased News Using Natural Language Models Saurabh Gupta, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen arXiv_CL arXiv_CL Text_Generation Language_Model PDF
2020-10-05 GenAug: Data Augmentation for Finetuning Text Generators Steven Y. Feng, Varun Gangal, Dongyeop Kang, Teruko Mitamura, Eduard Hovy arXiv_AI arXiv_AI Knowledge Review Pose Relation Text_Generation Language_Model PDF
2020-10-05 Transformer-Based Neural Text Generation with Syntactic Guidance Yinghao Li (Georgia Institute of Technology), Rui Feng (Georgia Institute of Technology), Isaac Rehg (Georgia Institute of Technology), Chao Zhang (Georgia Institute of Technology) arXiv_CL arXiv_CL Transformer Pose Attention Text_Generation PDF
2020-10-03 Partially-Aligned Data-to-Text Generation with Distant Supervision Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu arXiv_CL arXiv_CL Pose Text_Generation PDF
2020-10-02 MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro arXiv_CL arXiv_CL Embedding Knowledge Pose Text_Generation Language_Model PDF
2020-09-29 Utterance-level Dialogue Understanding: An Empirical Study Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria arXiv_CL arXiv_CL Pose Emotion Text_Generation PDF
2020-09-28 Injecting Entity Types into Entity-Guided Text Generation Xiangyu Dong, Wenhao Yu, Chenguang Zhu, Meng Jiang arXiv_CL arXiv_CL Embedding Text_Generation PDF
2020-09-28 Graph-based Multi-hop Reasoning for Long Text Generation Liang Zhao, Jingjing Xu, Junyang Lin, Yichang Zhang, Hongxia Yang, Xu Sun arXiv_CL arXiv_CL Knowledge Review Knowledge_Graph Pose Text_Generation PDF
2020-09-26 KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning Ye Liu, Yao Wan, Lifang He, Hao Peng, Philip S. Yu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Attention Text_Generation QA PDF
2020-09-26 Automatic Arabic Dialect Identification Systems for Written Texts: A Survey Maha J. Althobaiti arXiv_CL arXiv_CL Review Speech Pose Survey Deep_Learning Text_Generation PDF
2020-09-26 iNLTK: Natural Language Toolkit for Indic Languages Gaurav Arora arXiv_CL arXiv_CL Embedding Text_Classification Classification Text_Generation Language_Model PDF
2020-09-25 Weird AI Yankovic: Generating Parody Lyrics Mark Riedl arXiv_AI arXiv_AI Text_Generation PDF
2020-09-25 Controllable Text Generation with Focused Variation Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gokhan Tur, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino arXiv_CL arXiv_CL Text_Generation PDF
2020-09-24 Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Text_Generation Language_Model PDF
2020-09-24 RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Sam Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, Noah A. Smith arXiv_CL arXiv_CL Text_Generation Language_Model PDF
2020-09-20 F^2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax Byung-Ju Choi, Jimin Hong, David Keetae Park, Sang Wan Lee arXiv_CL arXiv_CL Pose Text_Generation PDF
2020-09-17 Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen arXiv_CL arXiv_CL Sparse Text_Generation QA Matching 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 Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito (1), Sanjay Vishwakarma (2), Francisco Martin-Fernandez (1), Ismael Faro (1) ((1) IBM Quantum, (2) Electrical and Computer Engineering. Carnegie Mellon University) arXiv_CL arXiv_CL Transformer Transfer_Learning RNN Deep_Learning Attention Text_Generation Language_Model PDF
2020-09-16 UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian Guan, Minlie Huang arXiv_CL arXiv_CL Bert Pose Text_Generation PDF
2020-09-15 Semantically Sensible Video Captioning Md. Mushfiqur Rahman, Thasin Abedin, Khondokar S. S. Prottoy, Ayana Moshruba, Fazlul Hasan Siddiqui arXiv_CV arXiv_CV Video_Caption Pose Quantitative Attention Text_Generation Caption PDF
2020-09-15 Current Limitations of Language Models: What You Need is Retrieval Aran Komatsuzaki arXiv_CL arXiv_CL Unsupervised Attention Text_Generation Language_Model Prediction PDF