Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence

15 March 2021

Papers citing "Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence"

36 / 36 papers shown

Title
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models Hongzhan Lin Yang Deng Yuxuan Gu Wenxuan Zhang Jing Ma See-Kiong Ng Tat-Seng Chua LLMAG KELM HILM 63 0 0 25 Feb 2025
Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking Yi-Ling Chung Aurora Cobo Pablo Serna SyDa HILM 58 0 0 24 Feb 2025
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 62 1 0 07 Feb 2025
Coverage-based Fairness in Multi-document Summarization Haoyuan Li Yusen Zhang Rui Zhang Snigdha Chaturvedi 70 0 0 11 Dec 2024
Improving Model Factuality with Fine-grained Critique-based Evaluator Yiqing Xie Wenxuan Zhou Pradyot Prakash Di Jin Yuning Mao ... Sinong Wang Han Fang Carolyn Rose Daniel Fried Hejia Zhang HILM 33 5 0 24 Oct 2024
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models Jaeyoung Lee Ximing Lu Jack Hessel Faeze Brahman Youngjae Yu Yonatan Bisk Yejin Choi Saadia Gabriel 28 3 0 29 Jun 2024
Multi-Layer Ranking with Large Language Models for News Source Recommendation Wenjia Zhang Lin Gui Rob Procter Yulan He 32 3 0 17 Jun 2024
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play Wichayaporn Wongkamjan Feng Gu Yanze Wang Ulf Hermjakob Jonathan May Brandon M. Stewart Jonathan K. Kummerfeld Denis Peskoff Jordan L. Boyd-Graber 45 3 0 07 Jun 2024
Re-Ex: Revising after Explanation Reduces the Factual Errors in LLM Responses Juyeon Kim Jeongeun Lee Yoonho Chang Chanyeol Choi Junseong Kim Jy-yong Sohn KELM LRM 44 2 0 27 Feb 2024
PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization Joseph Peper Wenzhao Qiu Lu Wang 23 0 0 16 Nov 2023
SEMQA: Semi-Extractive Multi-Source Question Answering Tal Schuster Á. Lelkes Haitian Sun Jai Gupta Jonathan Berant W. Cohen Donald Metzler 28 13 0 08 Nov 2023
Language Models Hallucinate, but May Excel at Fact Verification Jian-Yu Guan Jesse Dodge David Wadden Minlie Huang Hao Peng LRM HILM 22 28 0 23 Oct 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 17 5 0 05 Jun 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 33 24 0 22 May 2023
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 36 59 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 Z. Ren 23 10 0 11 Dec 2022
CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing Divyansh Agarwal Alexander R. Fabbri Simeng Han Wojciech Kry'sciñski Faisal Ladhak B. Li Kathleen McKeown Dragomir R. Radev Tianyi Zhang Sam Wiseman 17 5 0 10 Nov 2022
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage Philippe Laban Chien-Sheng Wu Lidiya Murakhovs'ka Xiang Ánthony' Chen Caiming Xiong 13 12 0 09 Nov 2022
Outlier-Aware Training for Improving Group Accuracy Disparities Li-Kuang Chen Canasai Kruengkrai Junichi Yamagishi 21 0 0 27 Oct 2022
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources Gabriel Amaral Odinaldo Rodrigues Elena Simperl 14 3 0 26 Oct 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 11 318 0 13 Jun 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 30 60 0 14 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 35 293 0 10 May 2022
Fact Checking with Insufficient Evidence Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 27 14 0 05 Apr 2022
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation Jannis Bulian Christian Buck Wojciech Gajewski Benjamin Boerschinger Tal Schuster 22 43 0 15 Feb 2022
CsFEVER and CTKFacts: Acquiring Czech data for fact verification Herbert Ullrich Jan Drchal Martin Rýpar Hana Vincourová Václav Moravec HILM 17 9 0 26 Jan 2022
FRUIT: Faithfully Reflecting Updated Information in Text Robert L Logan IV Alexandre Passos Sameer Singh Ming-Wei Chang KELM 16 40 0 16 Dec 2021
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 18 74 0 30 Nov 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 171 94 0 23 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 16 136 0 13 Sep 2021
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning Prasetya Ajie Utama N. Moosavi Victor Sanh Iryna Gurevych AAML 56 35 0 09 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 25 454 0 26 Aug 2021
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 32 37 0 05 Jul 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,576 0 03 Sep 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 255 620 0 04 Dec 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 187 576 0 02 May 2018