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The Curious Case of Neural Text Degeneration

22 April 2019

Yejin Choi

Papers citing "The Curious Case of Neural Text Degeneration"

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Title
Deploying Lifelong Open-Domain Dialogue Learning Kurt Shuster Jack Urbanek Emily Dinan Arthur Szlam Jason Weston 198 22 0 18 Aug 2020
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study Karthik Gopalakrishnan Behnam Hedayatnia Longshaokan Wang Yang Liu Dilek Z. Hakkani-Tür 122 24 0 18 Aug 2020
Evaluating for Diversity in Question Generation over Text Michael Schlichtkrull Weiwei Cheng 115 5 0 17 Aug 2020
Generative Models are Unsupervised Predictors of Page Quality: A Colossal-Scale Study Dara Bahri Yi Tay Che Zheng Donald Metzler Clifford Brunk Andrew Tomkins 101 10 0 17 Aug 2020
Navigating Human Language Models with Synthetic Agents Philip G. Feldman Antonio Bucchiarone 531 4 0 10 Aug 2020
A Large-Scale Chinese Short-Text Conversation DatasetNatural Language Processing and Chinese Computing (NLPCC), 2020 Yida Wang Pei Ke Yinhe Zheng Kaili Huang Yong Jiang Xiaoyan Zhu Shiyu Huang 240 140 0 10 Aug 2020
Trojaning Language Models for Fun and ProfitEuropean Symposium on Security and Privacy (EuroS&P), 2020 Xinyang Zhang Zheng Zhang Shouling Ji Ting Wang SILM AAML 288 154 0 01 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 313 29 0 31 Jul 2020
Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity Sourya Basu Govardana Sachithanandam Ramachandran N. Keskar Lav Varshney AAML 194 7 0 29 Jul 2020
Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution Jacopo Tagliabue Bingqing Yu 111 7 0 20 Jul 2020
Knowledge-Aware Language Model Pretraining Corby Rosset Chenyan Xiong M. Phan Xia Song Paul N. Bennett Saurabh Tiwary KELM 213 88 0 29 Jun 2020
Progressive Generation of Long Text with Pretrained Language Models Bowen Tan Zichao Yang Maruan Al-Shedivat Eric Xing Zhiting Hu 160 23 0 28 Jun 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 320 417 0 26 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 288 168 0 25 Jun 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 215 60 0 22 Jun 2020
De-Anonymizing Text by Fingerprinting Language Generation Zhen Sun R. Schuster Vitaly Shmatikov 234 7 0 17 Jun 2020
Learning the Travelling Salesperson Problem Requires Rethinking Generalization Chaitanya K. Joshi Quentin Cappart Louis-Martin Rousseau T. Laurent 582 147 0 12 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 178 18 0 08 Jun 2020
CoCon: A Self-Supervised Approach for Controlled Text Generation Alvin Chan Yew-Soon Ong B. Pung Aston Zhang Jie Fu 148 91 0 05 Jun 2020
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Seokhwan Kim Mihail Eric Karthik Gopalakrishnan Behnam Hedayatnia Yang Liu Dilek Z. Hakkani-Tür 93 85 0 05 Jun 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Dong Wang 176 9 0 04 Jun 2020
Cross-model Back-translated Distillation for Unsupervised Machine TranslationInternational Conference on Machine Learning (ICML), 2020 Xuan-Phi Nguyen Shafiq Joty Thanh-Tung Nguyen Wu Kui Ai Ti Aw 192 16 0 03 Jun 2020
Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 V. Kieuvongngam Bowen Tan Yiming Niu AI4MH 127 106 0 03 Jun 2020
Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020 Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 2.0K 51,623 0 28 May 2020
Interacting with Explanations through Critiquing Diego Antognini C. Musat Boi Faltings 195 23 0 22 May 2020
Investigating Label Bias in Beam Search for Open-ended Text Generation Liang Wang Jinlong Liu Jingming Liu 86 1 0 22 May 2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation Bryan Eikema Wilker Aziz 247 152 0 20 May 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 230 103 0 18 May 2020
Finding Experts in Transformer Models Xavier Suau Luca Zappella N. Apostoloff 149 32 0 15 May 2020
Simultaneous paraphrasing and translation by fine-tuning Transformer models Rakesh Chada 88 5 0 12 May 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 262 126 0 11 May 2020
Diversifying Dialogue Generation with Non-Conversational Text Hui Su Xiaoyu Shen Sanqiang Zhao Xiao Zhou Pengwei Hu Randy Zhong Cheng Niu Jie Zhou 155 47 0 09 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 258 434 0 07 May 2020
Exploring Controllable Text Generation TechniquesInternational Conference on Computational Linguistics (COLING), 2020 Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 355 96 0 04 May 2020
The Sensitivity of Language Models and Humans to Winograd Schema PerturbationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 193 36 0 04 May 2020
Simplifying Paragraph-level Question Generation via Transformer Language ModelsPacific Rim International Conference on Artificial Intelligence (PRICAI), 2020 Luis Enrico Lopez Diane Kathryn Cruz Jan Christian Blaise Cruz C. Cheng 348 37 0 03 May 2020
Generalized Entropy Regularization or: There's Nothing Special about Label SmoothingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Clara Meister Elizabeth Salesky Robert Bamler UQCV 163 66 0 02 May 2020
A Simple Language Model for Task-Oriented DialogueNeural Information Processing Systems (NeurIPS), 2020 Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 545 552 0 02 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 327 62 0 02 May 2020
On Faithfulness and Factuality in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 239 1,234 0 02 May 2020
A Controllable Model of Grounded Response GenerationAAAI Conference on Artificial Intelligence (AAAI), 2020 Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Xiang Gao ... Rik Koncel-Kedziorski Jianfeng Gao Hannaneh Hajishirzi Mari Ostendorf Bill Dolan 116 88 0 01 May 2020
USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Shikib Mehri M. Eskénazi 152 247 0 01 May 2020
Imitation Attacks and Defenses for Black-box Machine Translation SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Eric Wallace Mitchell Stern Basel Alomair AAML 298 130 0 30 Apr 2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State TrackingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Hannah Rashkin Asli Celikyilmaz Yejin Choi Jianfeng Gao 125 164 0 30 Apr 2020
Preventing Posterior Collapse with Levenshtein Variational Autoencoder Serhii Havrylov Ivan Titov DRL 172 20 0 30 Apr 2020
Improved Natural Language Generation via Loss TruncationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Daniel Kang Tatsunori Hashimoto 252 102 0 30 Apr 2020
Informed Sampling for Diversity in Concept-to-Text NLGConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Giulio Zhou Gerasimos Lampouras 127 2 0 29 Apr 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Alexandre Tamborrino Nicola Pellicanò B. Pannier Pascal Voitot Louise Naudin LRM 142 66 0 29 Apr 2020
Recipes for building an open-domain chatbotConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 485 1,078 0 28 Apr 2020
The Gutenberg Dialogue DatasetConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Richard Csaky Gábor Recski 200 15 0 27 Apr 2020