FEVER: a large-scale dataset for Fact Extraction and VERification

14 March 2018

James Thorne

Andreas Vlachos

Christos Christodoulopoulos

Arpit Mittal

HILM

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Papers citing "FEVER: a large-scale dataset for Fact Extraction and VERification"

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Merging Generated and Retrieved Knowledge for Open-Domain QA Yunxiang Zhang Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Honglak Lee Lu Wang RALM 32 38 0 22 Oct 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters Yixin Wan George Pu Jiao Sun Aparna Garimella Kai-Wei Chang Nanyun Peng 44 163 0 13 Oct 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection Shiping Yang Renliang Sun Xiao-Yi Wan HILM 40 41 0 10 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 45 22 0 08 Oct 2023
Making Retrieval-Augmented Language Models Robust to Irrelevant Context Ori Yoran Tomer Wolfson Ori Ram Jonathan Berant RALM LRM 29 187 0 02 Oct 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models Shiqi Chen Yiran Zhao Jinghan Zhang Ethan Chern Siyang Gao Pengfei Liu Junxian He HILM 41 33 0 01 Oct 2023
LLM Guided Inductive Inference for Solving Compositional Problems Abhigya Sodani Lauren Moos Matthew Mirman LRM 46 1 0 20 Sep 2023
MEMORY-VQ: Compression for Tractable Internet-Scale Memory Yury Zemlyanskiy Michiel de Jong Luke Vilnis Santiago Ontañón William W. Cohen Sumit Sanghai Joshua Ainslie RALM MQ 35 0 0 28 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yong-Jin Liu Gao Huang LLMAG 27 196 0 20 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
Piecing Together Clues: A Benchmark for Evaluating the Detective Skills of Large Language Models Zhouhong Gu Lin Zhang Jiangjie Chen Haoning Ye Xiaoxuan Zhu ... Jianchen Wang Yikai Zhang Wenhao Huang Yanghua Xiao Hongwei Feng RALM ELM 36 0 0 11 Jul 2023
Towards Open-Domain Topic Classification Hantian Ding Jinrui Yang Yuqian Deng Hongming Zhang Dan Roth BDL VLM OOD 41 9 0 29 Jun 2023
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference Animesh Nighojkar Antonio Laverghetta John Licato 36 4 0 16 Jun 2023
Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories Shizhe Diao Tianyang Xu Ruijia Xu Jiawei Wang Tong Zhang MoE AI4CE 13 36 0 08 Jun 2023
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models Fengzhu Zeng Wei Gao 23 5 0 05 Jun 2023
Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence Gengyu Wang Kate Harwood Lawrence Chillrud Amith Ananthram Melanie Subbiah Kathleen McKeown HILM 21 22 0 29 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 39 5 0 28 May 2023
Unsupervised Selective Rationalization with Noise Injection Adam Storek Melanie Subbiah Kathleen McKeown 26 2 0 27 May 2023
AlignScore: Evaluating Factual Consistency with a Unified Alignment Function Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu HILM 26 182 0 26 May 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min Kalpesh Krishna Xinxi Lyu M. Lewis Wen-tau Yih Pang Wei Koh Mohit Iyyer Luke Zettlemoyer Hannaneh Hajishirzi HILM ALM 86 611 0 23 May 2023
HOP, UNION, GENERATE: Explainable Multi-hop Reasoning without Rationale Supervision Wenting Zhao Justin T. Chiu Claire Cardie Alexander M. Rush LRM 19 4 0 23 May 2023
EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms Naihao Deng Yikai Liu Mingye Chen Winston Wu Siyang Liu Yulong Chen Yue Zhang Rada Mihalcea 39 0 0 23 May 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables Xinyuan Lu Liangming Pan Qian Liu Preslav Nakov Min-Yen Kan LMTD 46 25 0 22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu A. Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 52 116 0 22 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 52 83 0 19 May 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng 21 12 0 18 May 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 32 30 0 13 May 2023
Active Retrieval Augmented Generation Zhengbao Jiang Frank F. Xu Luyu Gao Zhiqing Sun Qian Liu Jane Dwivedi-Yu Yiming Yang Jamie Callan Graham Neubig RALM 30 256 0 11 May 2023
WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in Wikipedia Kenichiro Ando Satoshi Sekine Mamoru Komachi 32 2 0 10 May 2023
Black-box Prompt Tuning with Subspace Learning Yuanhang Zheng Zhixing Tan Peng Li Yang Liu VLM 66 9 0 04 May 2023
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing Qiang Liu Jun Wu Shu Wu Liang Wang OODD CML 27 11 0 25 Apr 2023
Low-Shot Learning for Fictional Claim Verification Viswanath Chadalapaka Derek Nguyen Joonwon Choi Shaunak Joshi Mohammad Rostami 18 1 0 05 Apr 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 18 3 0 30 Mar 2023
CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification Seungone Kim Se June Joo Yul Jang Hyungjoo Chae Jinyoung Yeo LRM 22 12 0 07 Mar 2023
INO at Factify 2: Structure Coherence based Multi-Modal Fact Verification Yinuo Zhang Zhulin Tao Xi Wang Tongyue Wang 27 5 0 02 Mar 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Chenyu You VLM LRM 25 15 0 16 Feb 2023
Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities Ali Modarressi Hossein Amirkhani Mohammad Taher Pilehvar 29 2 0 06 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 49 15 0 05 Feb 2023
Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking Mubashara Akhtar O. Cocarascu Elena Simperl 21 25 0 27 Jan 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 34 61 0 08 Jan 2023
Examining Political Rhetoric with Epistemic Stance Detection Ankita Gupta Su Lin Blodgett Justin H. Gross Brendan O'Connor 22 0 0 29 Dec 2022
DISCO: Distilling Counterfactuals with Large Language Models Zeming Chen Qiyue Gao Antoine Bosselut Ashish Sabharwal Kyle Richardson 44 25 0 20 Dec 2022
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Sujian Li Yajuan Lv HILM 31 4 0 20 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 282 0 19 Dec 2022
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments Ethan Mendes Yang Chen Wei Xu Alan Ritter 21 14 0 19 Dec 2022
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models Bernd Bohnet Vinh Q. Tran Pat Verga Roee Aharoni D. Andor ... Michael Collins Dipanjan Das Donald Metzler Slav Petrov Kellie Webster 43 60 0 15 Dec 2022
Feature-Level Debiased Natural Language Understanding Yougang Lyu Piji Li Yechang Yang Maarten de Rijke Pengjie Ren Yukun Zhao Dawei Yin Zhaochun Ren 34 10 0 11 Dec 2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 31 39 0 07 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 73 331 0 07 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 52 4 0 07 Dec 2022