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How Decoding Strategies Affect the Verifiability of Generated Text

9 November 2019

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

50 / 64 papers shown

Title
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 259 120 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 Jindong Wang Xing Xie Zheng Zhang Yue Zhang HILM KELM 115 200 0 11 Oct 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 100 108 0 20 Mar 2023
The Science of Detecting LLM-Generated Texts Ruixiang Tang Yu-Neng Chuang Helen Zhou DeLMO 77 177 0 04 Feb 2023
MAUVE Scores for Generative Models: Theory and Practice Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 85 23 0 30 Dec 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 78 0 0 07 Nov 2022
Are Current Decoding Strategies Capable of Facing the Challenges of Visual Dialogue? Amit Kumar Chaudhary Alex J. Lucassen Ioanna Tsani A. Testoni 45 1 0 24 Oct 2022
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition Darcey Riley David Chiang 57 5 0 19 Oct 2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent Ethan A. Chi Ashwin Paranjape A. See Caleb Chiam Trenton Chang ... Dilara Soylu Jillian Tang A. Narayan Giovanni Campagna Christopher D. Manning 66 7 0 25 Jul 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 66 69 0 19 May 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 110 165 0 22 Apr 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 103 220 0 16 Feb 2022
Reframing Human-AI Collaboration for Generating Free-Text Explanations Sarah Wiegreffe Jack Hessel Swabha Swayamdipta Mark O. Riedl Yejin Choi 59 149 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 97 10 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 70 25 0 10 Dec 2021
Unsupervised and Distributional Detection of Machine-Generated Text Matthias Gallé Jos Rozen Germán Kruszewski Hady ElSahar DeLMO 62 28 0 04 Nov 2021
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Alexander Fraser 113 29 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 73 36 0 11 Oct 2021
What Do You Get When You Cross Beam Search with Nucleus Sampling? Uri Shaham Omer Levy 57 10 0 20 Jul 2021
Diversifying Dialog Generation via Adaptive Label Smoothing Yida Wang Yinhe Zheng Yong Jiang Minlie Huang 79 37 0 30 May 2021
Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines Saadia Gabriel Skyler Hallinan Maarten Sap Pemi Nguyen Franziska Roesner Eunsol Choi Yejin Choi 57 44 0 18 Apr 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 121 362 0 02 Feb 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections Mingda Chen Sam Wiseman Kevin Gimpel 60 31 0 29 Dec 2020
Automatic Detection of Machine Generated Text: A Critical Survey Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 74 236 0 02 Nov 2020
GO FIGURE: A Meta Evaluation of Factuality in Summarization Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 279 96 0 24 Oct 2020
Positioning yourself in the maze of Neural Text Generation: A Task-Agnostic Survey Khyathi Chandu A. Black 52 0 0 14 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 189 449 0 02 Oct 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 117 387 0 26 Jun 2020
Video Understanding as Machine Translation Bruno Korbar Fabio Petroni Rohit Girdhar Lorenzo Torresani SSL 69 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 59 239 0 10 May 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 123 1,014 0 28 Apr 2020
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 Richard He Bai Peng Shi Jimmy J. Lin Luchen Tan Kun Xiong Wen Gao Jie Liu Ming Li 45 5 0 05 Apr 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking Samuel Broscheit OCL 81 122 0 11 Mar 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 130 893 0 10 Feb 2020
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 130 1,239 0 11 Sep 2019
Mixture Content Selection for Diverse Sequence Generation Jaemin Cho Minjoon Seo Hannaneh Hajishirzi 53 61 0 04 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 576 2,674 0 03 Sep 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring Zihan Liu Yan Xu Genta Indra Winata Pascale Fung 78 22 0 16 Aug 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 54 582 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 677 24,541 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,447 0 19 Jun 2019
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling IV RobertL.Logan Nelson F. Liu Matthew E. Peters Matt Gardner Sameer Singh RALM 73 188 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 69 173 0 07 Jun 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 128 1,030 0 29 May 2019
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? Tianxing He Jingzhao Zhang Zhiming Zhou James R. Glass 74 32 0 25 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 199 3,210 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 116 3,156 0 01 Apr 2019
Adversarial attacks against Fact Extraction and VERification James Thorne Andreas Vlachos FedML AAML 54 26 0 13 Mar 2019
Non-Monotonic Sequential Text Generation Sean Welleck Kianté Brantley Hal Daumé Kyunghyun Cho 73 130 0 05 Feb 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 257 3,745 0 09 Jan 2019