v1v2 (latest)

How Decoding Strategies Affect the Verifiability of Generated Text

Findings (Findings), 2019

9 November 2019

Papers citing "How Decoding Strategies Affect the Verifiability of Generated Text"

50 / 65 papers shown

Title
Beyond Hallucinations: The Illusion of Understanding in Large Language Models Rikard Rosenbacke Carl Rosenbacke Victor Rosenbacke Martin McKee 64 0 0 16 Oct 2025
Knowledge Conflicts for LLMs: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 754 193 0 13 Mar 2024
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Yongfeng Zhang Xing Xie Zheng Zhang Yue Zhang HILM KELM 395 248 0 11 Oct 2023
Language Model Behavior: A Comprehensive SurveyInternational Conference on Computational Logic (ICCL), 2023 Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 304 135 0 20 Mar 2023
The Science of Detecting LLM-Generated TextsCommunications of the ACM (CACM), 2023 Ruixiang Tang Yu-Neng Chuang Helen Zhou DeLMO 284 227 0 04 Feb 2023
MAUVE Scores for Generative Models: Theory and PracticeJournal of machine learning research (JMLR), 2022 Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 228 29 0 30 Dec 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue SystemsInternational Conference on Language Resources and Evaluation (LREC), 2022 Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 232 0 0 07 Nov 2022
Are Current Decoding Strategies Capable of Facing the Challenges of Visual Dialogue?International Conference on Natural Language Generation (INLG), 2022 Amit Kumar Chaudhary Alex J. Lucassen Ioanna Tsani A. Testoni 143 1 0 24 Oct 2022
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate RepetitionBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 Darcey Riley David Chiang 167 6 0 19 Oct 2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue AgentSIGDIAL Conferences (SIGDIAL), 2022 Ethan A. Chi Ashwin Paranjape A. See Caleb Chiam Trenton Chang ... Dilara Soylu Jillian Tang A. Narayan Giovanni Campagna Christopher D. Manning 195 7 0 25 Jul 2022
RankGen: Improving Text Generation with Large Ranking ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 273 78 0 19 May 2022
Autoregressive Search Engines: Generating Substrings as Document IdentifiersNeural Information Processing Systems (NeurIPS), 2022 Michele Bevilacqua G. Ottaviano Patrick Lewis Anuj Kumar Sebastian Riedel Fabio Petroni KELM RALM 299 193 0 22 Apr 2022
ZeroGen: Efficient Zero-shot Learning via Dataset GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jiacheng Ye Jiahui Gao Qintong Li Hang Xu Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa 269 264 0 16 Feb 2022
Reframing Human-AI Collaboration for Generating Free-Text Explanations Sarah Wiegreffe Jack Hessel Swabha Swayamdipta Mark O. Riedl Yejin Choi 215 169 0 16 Dec 2021
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics Hyundong Justin Cho Chinnadhurai Sankar Christopher Lin Kaushik Ram Sadagopan Shahin Shayandeh Asli Celikyilmaz Jonathan May Ahmad Beirami 240 11 0 15 Dec 2021
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston HILM 217 27 0 10 Dec 2021
Unsupervised and Distributional Detection of Machine-Generated Text Matthias Gallé Jos Rozen Germán Kruszewski Hady ElSahar DeLMO 182 33 0 04 Nov 2021
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Kangyang Luo 263 34 0 15 Oct 2021
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation Sashank Santhanam Behnam Hedayatnia Spandana Gella Aishwarya Padmakumar Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 207 37 0 11 Oct 2021
What Do You Get When You Cross Beam Search with Nucleus Sampling?First Workshop on Insights from Negative Results in NLP (Insights), 2021 Uri Shaham Omer Levy 226 11 0 20 Jul 2021
Diversifying Dialog Generation via Adaptive Label SmoothingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Yida Wang Yinhe Zheng Yong Jiang Shiyu Huang 206 38 0 30 May 2021
Misinfo Reaction Frames: Reasoning about Readers' Reactions to News HeadlinesAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Saadia Gabriel Skyler Hallinan Maarten Sap Pemi Nguyen Franziska Roesner Eunsol Choi Yejin Choi 395 51 0 18 Apr 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersNeural Information Processing Systems (NeurIPS), 2021 Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 321 439 0 02 Feb 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article SectionsFindings (Findings), 2020 Mingda Chen Sam Wiseman Kevin Gimpel 342 37 0 29 Dec 2020
Automatic Detection of Machine Generated Text: A Critical SurveyInternational Conference on Computational Linguistics (COLING), 2020 Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 246 273 0 02 Nov 2020
GO FIGURE: A Meta Evaluation of Factuality in SummarizationFindings (Findings), 2020 Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 480 105 0 24 Oct 2020
Positioning yourself in the maze of Neural Text Generation: A Task-Agnostic Survey Khyathi Chandu A. Black 214 0 0 14 Oct 2020
Autoregressive Entity RetrievalInternational Conference on Learning Representations (ICLR), 2020 Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 761 511 0 02 Oct 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 304 416 0 26 Jun 2020
Video Understanding as Machine Translation Bruno Korbar Fabio Petroni Rohit Girdhar Lorenzo Torresani SSL 195 29 0 12 Jun 2020
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 190 252 0 10 May 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 465 1,075 0 28 Apr 2020
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2Annual Meeting of the Association for Computational Linguistics (ACL), 2020 Richard He Bai Peng Shi Jimmy J. Lin Luchen Tan Kun Xiong Wen Gao Jie Liu Ming Li 191 6 0 05 Apr 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingConference on Computational Natural Language Learning (CoNLL), 2019 Samuel Broscheit OCL 201 134 0 11 Mar 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Adam Roberts Colin Raffel Noam M. Shazeer KELM 468 981 0 10 Feb 2020
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 601 1,353 0 11 Sep 2019
Mixture Content Selection for Diverse Sequence GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Jaemin Cho Minjoon Seo Hannaneh Hajishirzi 133 63 0 04 Sep 2019
Language Models as Knowledge Bases?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 900 2,953 0 03 Sep 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model RescoringConference on Machine Translation (WMT), 2019 Zihan Liu Yan Xu Genta Indra Winata Pascale Fung 312 22 0 16 Aug 2019
Neural Text Generation with Unlikelihood TrainingInternational Conference on Learning Representations (ICLR), 2019 Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Dong Wang Jason Weston MU 401 641 0 12 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 2.2K 27,538 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language UnderstandingNeural Information Processing Systems (NeurIPS), 2019 Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 857 9,025 0 19 Jun 2019
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 IV RobertL.Logan Nelson F. Liu Matthew E. Peters Matt Gardner Sameer Singh RALM 269 201 0 17 Jun 2019
Real or Fake? Learning to Discriminate Machine from Human Generated Text A. Bakhtin Sam Gross Myle Ott Yuntian Deng MarcÁurelio Ranzato Arthur Szlam DeLMO 274 183 0 07 Jun 2019
Defending Against Neural Fake NewsNeural Information Processing Systems (NeurIPS), 2019 Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 347 1,144 0 29 May 2019
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Tianxing He Jingzhao Zhang Zhiming Zhou James R. Glass 421 41 0 25 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 400 3,691 0 22 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 495 3,304 0 01 Apr 2019
Adversarial attacks against Fact Extraction and VERification James Thorne Andreas Vlachos FedML AAML 195 26 0 13 Mar 2019
Non-Monotonic Sequential Text Generation Sean Welleck Kianté Brantley Hal Daumé Dong Wang 387 132 0 05 Feb 2019