HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification

5 November 2020

Papers citing "HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification"

50 / 113 papers shown

Title
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM Hoang Pham Thanh-Do Nguyen Khac-Hoai Nam Bui 5 0 0 28 May 2025
MPPFND: A Dataset and Analysis of Detecting Fake News with Multi-Platform Propagation Congyuan Zhao Lingwei Wei Ziming Qin Wei Zhou Yunya Song Songlin Hu 12 0 0 16 May 2025
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs Yingming Zheng Xiaoliang Liu Peng Wu Li Pan LRM 47 0 0 21 Apr 2025
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking Qisheng Hu Quanyu Long Wenya Wang LRM 62 0 0 03 Apr 2025
A Graph-based Verification Framework for Fact-Checking Yani Huang Richong Zhang Zhijie Nie Jiasi Chen Xuefeng Zhang 46 0 0 10 Mar 2025
GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval Justus-Jonas Erker Nils Reimers Iryna Gurevych 70 0 0 10 Mar 2025
BERT-based model for Vietnamese Fact Verification Dataset Bao Tran T. N. Khanh Khang Nguyen Tuong Thien Dang Quang Nguyen Nguyen T. Thinh Vo T. Hung 58 0 0 01 Mar 2025
GraphCheck: Multi-Path Fact-Checking with Entity-Relationship Graphs Hyewon Jeon Jay-Yoon Lee 83 0 0 28 Feb 2025
LangProBe: a Language Programs Benchmark Shangyin Tan Lakshya A Agrawal Arnav Singhvi Liheng Lai Michael J Ryan Dan Klein Omar Khattab Koushik Sen Matei A. Zaharia 71 0 0 27 Feb 2025
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 83 1 0 25 Feb 2025
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking Yuxuan Liu Hongda Sun Wenya Guo Xinyan Xiao Cunli Mao Zhengtao Yu Rui Yan 79 3 0 22 Feb 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning Juraj Vladika Ivana Hacajová Florian Matthes LRM 108 1 0 21 Feb 2025
STRIVE: Structured Reasoning for Self-Improvement in Claim Verification Haisong Gong Jing Li Junfei Wu Qiang Liu Shu Wu Liang Wang LRM 59 0 0 17 Feb 2025
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking Greta Warren Irina Shklovski Isabelle Augenstein OffRL 93 7 0 13 Feb 2025
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records Yeonsu Kwon Jiho Kim Gyubok Lee Seongsu Bae Daeun Kyung Wonchul Cha Tom Pollard Alistair E. W. Johnson Edward Choi 69 0 0 31 Dec 2024
A Reality Check on Context Utilisation for Retrieval-Augmented Generation Lovisa Hagström Sara Vera Marjanović Haeun Yu Arnav Arora Christina Lioma Maria Maistro Pepa Atanasova Isabelle Augenstein 122 1 0 22 Dec 2024
FarExStance: Explainable Stance Detection for Farsi Majid Zarharan Maryam Hashemi Malika Behroozrazegh Sauleh Eetemadi Mohammad Taher Pilehvar Jennifer Foster 110 0 0 18 Dec 2024
ZeFaV: Boosting Large Language Models for Zero-shot Fact Verification Son T. Luu Hiep Nguyen Trung Vo Le-Minh Nguyen 55 0 0 18 Nov 2024
FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents Yilun Zhao Yitao Long Yuru Jiang Chengye Wang Weiyuan Chen Hongjun Liu Yiming Zhang Xiangru Tang Chen Zhao Arman Cohan VLM 52 1 0 08 Nov 2024
Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval Sheryl Hsu Omar Khattab Chelsea Finn Archit Sharma KELM RALM 54 6 0 30 Oct 2024
Overview of Factify5WQA: Fact Verification through 5W Question-Answering Suryavardan Suresh Anku Rani Parth Patwa Aishwarya N. Reganti Vinija Jain Aman Chadha Amitava Das Amit Sheth Asif Ekbal 32 1 0 05 Oct 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models Marek Strong Rami Aly Andreas Vlachos LRM 42 0 0 04 Oct 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 63 8 0 26 Aug 2024
CHECKWHY: Causal Fact Verification via Argument Structure Jiasheng Si Yibo Zhao Yingjie Zhu Haiyang Zhu Wenpeng Lu Deyu Zhou CML HILM LRM 59 2 0 20 Aug 2024
Navigating the Noisy Crowd: Finding Key Information for Claim Verification Haisong Gong Huanhuan Ma Qiang Liu Shu Wu Liang Wang 53 1 0 17 Jul 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches Islam Eldifrawi Shengrui Wang Amine Trabelsi 54 9 0 09 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marian Simko HILM 47 5 0 02 Jul 2024
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs Krista Opsahl-Ong Michael J Ryan Josh Purtell David Broman Christopher Potts Matei A. Zaharia Omar Khattab 50 31 0 17 Jun 2024
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs Yi Fang Moxin Li Wenjie Wang Hui Lin Fuli Feng LRM 65 7 0 17 Jun 2024
A Survey of Generative Information Retrieval Tzu-Lin Kuo Tzu-Wei Chiu Tzung-Sheng Lin Sheng-Yang Wu Chao-Wei Huang Yun-Nung Chen SyDa 97 2 0 03 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 39 13 0 03 Jun 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 73 165 0 27 May 2024
Multi-Evidence based Fact Verification via A Confidential Graph Neural Network Yuqing Lan Zhenghao Liu Yu Gu Xiaoyuan Yi Xiaohua Li Liner Yang Ge Yu 59 0 0 17 May 2024
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source Hung Tuan Le Long Truong To Manh Trong Nguyen Kiet Van Nguyen 60 3 0 13 May 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 52 9 0 26 Apr 2024
Information Re-Organization Improves Reasoning in Large Language Models Xiaoxia Cheng Zeqi Tan Wei Xue Weiming Lu LRM 33 2 0 22 Apr 2024
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims Venktesh V Abhijit Anand Avishek Anand Vinay Setty 60 14 0 25 Mar 2024
RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict Yirong Zeng Xiao Ding Yi Zhao Xiangyu Li Jie Zhang Chao Yao Ting Liu Bing Qin HILM 44 0 0 25 Mar 2024
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval Yang Bai Anthony Colas Christan Earl Grant Daisy Zhe Wang 38 1 0 21 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 45 1 0 01 Mar 2024
CFEVER: A Chinese Fact Extraction and VERification Dataset Ying-Jia Lin Chun Lin Chia-Jen Yeh Yi-Ting Li Yun-Yu Hu Chih-Hao Hsu Mei-Feng Lee Hung-Yu Kao HILM 36 4 0 20 Feb 2024
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering Tobias Schimanski Jingwei Ni Mathias Kraus Elliott Ash Markus Leippold 45 4 0 13 Feb 2024
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text Dor Bernsohn Gil Semo Yaron Vazana Gila Hayat Ben Hagag Joel Niklaus Rohit Saha Kyryl Truskovskyi AILaw 35 17 0 06 Feb 2024
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese Caiqi Zhang Zhijiang Guo Andreas Vlachos 35 10 0 27 Jan 2024
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries Yixuan Tang Yi Yang RALM 67 86 0 27 Jan 2024
Automated Fact-Checking of Climate Change Claims with Large Language Models Markus Leippold S. Vaghefi Dominik Stammbach V. Muccione J. Bingler ... Tobias Schimanski Glen Gostlow Ting Yu Juerg Luterbacher C. Huggel 33 9 0 23 Jan 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 38 1 0 07 Jan 2024
Fact-checking based fake news detection: a review Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Dan Zeng Liang Liu EgoV 75 0 0 03 Jan 2024
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language Jan Drchal Herbert Ullrich Tomás Mlynár Václav Moravec HILM 60 1 0 15 Dec 2023
Evidence-based Interpretable Open-domain Fact-checking with Large Language Models Xin Tan Bowei Zou AiTi Aw LRM HILM 50 2 0 10 Dec 2023