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
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Xiang Yue Xinliang Frederick Zhang Ziyu Yao Simon M. Lin Huan Sun LM&MA MedIm 21 35 0 30 Oct 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 38 73 0 26 Oct 2020
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu Peter West Rowan Zellers Ronan Le Bras Chandra Bhagavatula Yejin Choi NAI 15 142 0 24 Oct 2020
The Turking Test: Can Language Models Understand Instructions? Avia Efrat Omer Levy ELM LRM 26 96 0 22 Oct 2020
Local Knowledge Powered Conversational Agents Sashank Santhanam Ming-Yu Liu Raul Puri M. Shoeybi M. Patwary Bryan Catanzaro 29 4 0 20 Oct 2020
Neural Language Modeling for Contextualized Temporal Graph Generation Aman Madaan Yiming Yang 45 20 0 20 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
Are Some Words Worth More than Others? Shiran Dudy Steven Bedrick 18 14 0 12 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 30 238 0 12 Oct 2020
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task Dongyeop Kang Eduard H. Hovy LRM 42 24 0 11 Oct 2020
Toward Stance-based Personas for Opinionated Dialogues Thomas Scialom Serra Sinem Tekiroğlu Jacopo Staiano Marco Guerini 20 9 0 07 Oct 2020
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions Bodhisattwa Prasad Majumder Harsh Jhamtani Taylor Berg-Kirkpatrick Julian McAuley 30 85 0 07 Oct 2020
Beyond [CLS] through Ranking by Generation Cicero Nogueira dos Santos Xiaofei Ma Ramesh Nallapati Zhiheng Huang Bing Xiang RALM 24 30 0 06 Oct 2020
GenAug: Data Augmentation for Finetuning Text Generators Steven Y. Feng Varun Gangal Dongyeop Kang Teruko Mitamura Eduard H. Hovy 16 73 0 05 Oct 2020
DLGNet-Task: An End-to-end Neural Network Framework for Modeling Multi-turn Multi-domain Task-Oriented Dialogue O. Olabiyi P. Bhattarai C. Bayan Bruss Zachary Kulis 21 2 0 04 Oct 2020
INSPIRED: Toward Sociable Recommendation Dialog Systems Shirley Anugrah Hayati Dongyeop Kang Qingxiaoyang Zhu Weiyan Shi Zhou Yu 24 141 0 29 Sep 2020
Identifying Automatically Generated Headlines using Transformers Antonis Maronikolakis Hinrich Schütze Mark Stevenson 24 3 0 28 Sep 2020
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark Efrén Rama-Maneiro J. Vidal Manuel Lama 11 74 0 24 Sep 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 46 1,132 0 24 Sep 2020
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian Guan Minlie Huang 29 69 0 16 Sep 2020
Critical Thinking for Language Models Gregor Betz Christian Voigt Kyle Richardson SyDa ReLM LRM AI4CE 26 35 0 15 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 28 12 0 15 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 56 391 0 14 Sep 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Sahar Abdelnabi Mario Fritz WaLM 28 44 0 07 Sep 2020
Learning to summarize from human feedback Nisan Stiennon Long Ouyang Jeff Wu Daniel M. Ziegler Ryan J. Lowe Chelsea Voss Alec Radford Dario Amodei Paul Christiano ALM 56 1,994 0 02 Sep 2020
Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution Jacopo Tagliabue Bingqing Yu 16 6 0 20 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 377 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 36 136 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 28 51 0 22 Jun 2020
De-Anonymizing Text by Fingerprinting Language Generation Zhen Sun R. Schuster Vitaly Shmatikov 29 6 0 17 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 97 40,302 0 28 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 32 99 0 18 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 33 125 0 11 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 23 384 0 07 May 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 62 34 0 04 May 2020
Simplifying Paragraph-level Question Generation via Transformer Language Models Luis Enrico Lopez Diane Kathryn Cruz Jan Christian Blaise Cruz C. Cheng 13 26 0 03 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 31 526 0 02 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 27 56 0 02 May 2020
A Controllable Model of Grounded Response Generation Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Xiang Gao ... Rik Koncel-Kedziorski Jianfeng Gao Hannaneh Hajishirzi Mari Ostendorf Bill Dolan 24 84 0 01 May 2020
Imitation Attacks and Defenses for Black-box Machine Translation Systems Eric Wallace Mitchell Stern D. Song AAML 22 119 0 30 Apr 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning Alexandre Tamborrino Nicola Pellicanò B. Pannier Pascal Voitot Louise Naudin LRM 22 62 0 29 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 30 91 0 24 Apr 2020
Residual Energy-Based Models for Text Generation Yuntian Deng A. Bakhtin Myle Ott Arthur Szlam MarcÁurelio Ranzato 22 126 0 22 Apr 2020
Trading Off Diversity and Quality in Natural Language Generation Hugh Zhang Daniel Duckworth Daphne Ippolito Arvind Neelakantan 22 93 0 22 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 24 351 0 21 Apr 2020
Vector Quantized Contrastive Predictive Coding for Template-based Music Generation Gaëtan Hadjeres Léopold Crestel 34 18 0 21 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 19 257 0 11 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 36 472 0 08 Apr 2020
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Hao Zhou Chujie Zheng Kaili Huang Minlie Huang Xiaoyan Zhu 27 122 0 08 Apr 2020
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation Noe Casas José A. R. Fonollosa Marta R. Costa-jussá 19 11 0 05 Apr 2020