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
A Taxonomy of Prompt Modifiers for Text-To-Image Generation J. Oppenlaender 33 102 0 20 Apr 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? Nouha Dziri Sivan Milton Mo Yu Osmar Zaiane Siva Reddy HILM 19 188 0 17 Apr 2022
Efficient Reinforcement Learning for Unsupervised Controlled Text Generation Bhargav Upadhyay A. Sudhakar Arjun Maheswaran OffRL 18 7 0 16 Apr 2022
Evaluating Factuality in Text Simplification Ashwin Devaraj William Sheffield Byron C. Wallace Junyi Jessy Li HILM 27 41 0 15 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 41 629 0 12 Apr 2022
Decay No More: A Persistent Twitter Dataset for Learning Social Meaning Chiyu Zhang Muhammad Abdul-Mageed El Moatez Billah Nagoudi 27 3 0 10 Apr 2022
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer Songwei Ge Thomas Hayes Harry Yang Xiaoyue Yin Guan Pang David Jacobs Jia-Bin Huang Devi Parikh ViT 62 215 0 07 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 28 14 0 06 Apr 2022
Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization Brydon Parker A. Sokolov Mahtab Ahmed Matt Kalebic S. Koçak Ofer Shai 27 1 0 06 Apr 2022
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems Caleb Ziems Jane A. Yu Yi-Chia Wang A. Halevy Diyi Yang 33 92 0 06 Apr 2022
Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study Serra Sinem Tekiroğlu Helena Bonaldi Margherita Fanton Marco Guerini 26 43 0 04 Apr 2022
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors Wanyu Du Jianqiao Zhao Liwei Wang Yangfeng Ji BDL 29 15 0 04 Apr 2022
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation Kushal Arora Layla El Asri Hareesh Bahuleyan Jackie C.K. Cheung 43 79 0 03 Apr 2022
On the probability-quality paradox in language generation Clara Meister Gian Wiher Tiago Pimentel Ryan Cotterell 36 14 0 31 Mar 2022
PanGu-Bot: Efficient Generative Dialogue Pre-training from Pre-trained Language Model Fei Mi Yitong Li Yulong Zeng Jingyan Zhou Yasheng Wang Chuanfei Xu Lifeng Shang Xin Jiang Shiqi Zhao Qun Liu ALM 47 18 0 31 Mar 2022
On Decoding Strategies for Neural Text Generators Gian Wiher Clara Meister Ryan Cotterell 30 65 0 29 Mar 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 31 30 0 28 Mar 2022
SolidGen: An Autoregressive Model for Direct B-rep Synthesis P. Jayaraman Joseph G. Lambourne Nishkrit Desai Karl D. D. Willis Aditya Sanghi Nigel Morris 31 51 0 26 Mar 2022
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis Erik Nijkamp Bo Pang Hiroaki Hayashi Lifu Tu Haiquan Wang Yingbo Zhou Silvio Savarese Caiming Xiong ELM 90 982 0 25 Mar 2022
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 23 49 0 23 Mar 2022
Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection Bodhisattwa Prasad Majumder Harsh Jhamtani Taylor Berg-Kirkpatrick Julian McAuley 36 8 0 22 Mar 2022
Entailment Relation Aware Paraphrase Generation Abhilasha Sancheti Balaji Vasan Srinivasan Rachel Rudinger 41 4 0 20 Mar 2022
Dependency-based Mixture Language Models Zhixian Yang Xiaojun Wan 49 2 0 19 Mar 2022
Probing Factually Grounded Content Transfer with Factual Ablation Peter West Chris Quirk Michel Galley Yejin Choi HILM 32 9 0 18 Mar 2022
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training Yuxian Gu Jiaxin Wen Hao Sun Yi Song Pei Ke ... Zheng Zhang Jianzhu Yao Lei Liu Xiaoyan Zhu Minlie Huang 23 55 0 17 Mar 2022
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training Luyang Huang Guocheng Niu Jiachen Liu Xinyan Xiao Hua Wu VLM CoGe 19 7 0 17 Mar 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury Chao Zhao Snigdha Chaturvedi 21 25 0 15 Mar 2022
Do Language Models Plagiarize? Jooyoung Lee Thai Le Jinghui Chen Dongwon Lee 41 74 0 15 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts Wenhao Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng Jiang LRM 28 31 0 14 Mar 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mathieu Ravaut Shafiq Joty Nancy F. Chen MoE 16 92 0 13 Mar 2022
FloorGenT: Generative Vector Graphic Model of Floor Plans for Robotics Ludvig Ericson Patric Jensfelt 3DV 19 2 0 07 Mar 2022
Controlling the Focus of Pretrained Language Generation Models Jiabao Ji Yoon Kim James R. Glass Tianxing He 43 5 0 02 Mar 2022
Probing BERT's priors with serial reproduction chains Takateru Yamakoshi Thomas Griffiths Robert D. Hawkins 34 12 0 24 Feb 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 60 144 0 23 Feb 2022
Enabling arbitrary translation objectives with Adaptive Tree Search Wang Ling Wojciech Stokowiec Domenic Donato Laurent Sartran Lei Yu Austin Matthews Chris Dyer 19 0 0 23 Feb 2022
Reward Modeling for Mitigating Toxicity in Transformer-based Language Models Farshid Faal K. Schmitt Jia Yuan Yu 13 24 0 19 Feb 2022
Synthetic Disinformation Attacks on Automated Fact Verification Systems Y. Du Antoine Bosselut Christopher D. Manning AAML OffRL 36 32 0 18 Feb 2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation Jiacheng Ye Jiahui Gao Qintong Li Hang Xu Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa 52 212 0 16 Feb 2022
MaskGIT: Masked Generative Image Transformer Huiwen Chang Han Zhang Lu Jiang Ce Liu William T. Freeman ViT 49 631 0 08 Feb 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 26 1,313 0 08 Feb 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models Wei Ping Ming-Yu Liu Chaowei Xiao Peng Xu M. Patwary Mohammad Shoeybi Bo Li Anima Anandkumar Bryan Catanzaro 31 65 0 08 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 82 2,254 0 08 Feb 2022
Red Teaming Language Models with Language Models Ethan Perez Saffron Huang Francis Song Trevor Cai Roman Ring John Aslanides Amelia Glaese Nat McAleese G. Irving AAML 13 613 0 07 Feb 2022
Unified Scaling Laws for Routed Language Models Aidan Clark Diego de Las Casas Aurelia Guy A. Mensch Michela Paganini ... Oriol Vinyals Jack W. Rae Erich Elsen Koray Kavukcuoglu Karen Simonyan MoE 27 177 0 02 Feb 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia Edoardo Ponti Ivan Vulić Anna Korhonen 39 28 0 31 Jan 2022
Generative Cooperative Networks for Natural Language Generation Sylvain Lamprier Thomas Scialom Antoine Chaffin Vincent Claveau Ewa Kijak Jacopo Staiano Benjamin Piwowarski GAN 54 13 0 28 Jan 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 392 4,185 0 28 Jan 2022
ShapeFormer: Transformer-based Shape Completion via Sparse Representation Xingguang Yan Liqiang Lin Niloy J. Mitra Dani Lischinski Daniel Cohen-Or Hui Huang ViT 76 114 0 25 Jan 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents Wenlong Huang Pieter Abbeel Deepak Pathak Igor Mordatch LM&Ro 42 1,067 0 18 Jan 2022
Natural Language Deduction through Search over Statement Compositions Kaj Bostrom Zayne Sprague Swarat Chaudhuri Greg Durrett ReLM LRM 27 46 0 16 Jan 2022