FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information

10 June 2021

Christos Christodoulopoulos

Papers citing "FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information"

50 / 106 papers shown

Title
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs Yingming Zheng Xiaoliang Liu Peng Wu Li Pan LRM 28 0 0 21 Apr 2025
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking Qisheng Hu Quanyu Long Wenya Wang LRM 51 0 0 03 Apr 2025
GTR: Graph-Table-RAG for Cross-Table Question Answering Jiaru Zou Dongqi Fu Sirui Chen Xinrui He Zihao Li Yada Zhu Jiawei Han Jingrui He LMTD 43 0 0 02 Apr 2025
RECKON: Large-scale Reference-based Efficient Knowledge Evaluation for Large Language Model Lin Zhang Zhouhong Gu Xiaoran Shi Hongwei Feng Yanghua Xiao 41 0 0 01 Apr 2025
A Graph-based Verification Framework for Fact-Checking Yani Huang Richong Zhang Zhijie Nie J. Chen Xuefeng Zhang 39 0 0 10 Mar 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 65 0 0 25 Feb 2025
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals Linda Zeng Rithwik Gupta Divij Motwani Diji Yang Yi Zhang AAML 41 1 0 22 Feb 2025
STRIVE: Structured Reasoning for Self-Improvement in Claim Verification Haisong Gong Jing Li Junfei Wu Qiang Liu Shu Wu Liang Wang LRM 41 0 0 17 Feb 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking Delvin Ce Zhang Dongwon Lee HILM LRM 65 0 0 09 Feb 2025
FactIR: A Real-World Zero-shot Open-Domain Retrieval Benchmark for Fact-Checking Venktesh V Vinay Setty HILM 54 0 0 09 Feb 2025
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition Gaole He Patrick Hemmer Michael Vossing Max Schemmer U. Gadiraju 45 0 0 19 Jan 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 E. Choi 38 0 0 31 Dec 2024
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework Meihao Fan Ju Fan Nan Tang Lei Cao Guoliang Li Xiaoyong Du LMTD 117 0 0 10 Dec 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 33 1 0 08 Nov 2024
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 40 1 0 08 Nov 2024
TabVer: Tabular Fact Verification with Natural Logic Rami Aly Andreas Vlachos LMTD 28 0 0 02 Nov 2024
ChronoFact: Timeline-based Temporal Fact Verification Anab Maulana Barik W. Hsu M. Lee HILM 33 0 0 19 Oct 2024
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park VLM LRM 24 2 0 16 Oct 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 44 34 0 23 Sep 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 44 8 0 26 Aug 2024
Reasoning Factual Knowledge in Structured Data with Large Language Models Sirui Huang Yanggan Gu Xuming Hu Zhonghao Li Qing Li Guandong Xu HILM LMTD 27 1 0 22 Aug 2024
CoverBench: A Challenging Benchmark for Complex Claim Verification Alon Jacovi Moran Ambar Eyal Ben-David Uri Shaham Amir Feder Mor Geva Dror Marcus Avi Caciularu LMTD 49 3 0 06 Aug 2024
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 64 14 0 11 Jul 2024
ALTER: Augmentation for Large-Table-Based Reasoning Han Zhang Yuheng Ma Hanfang Yang RALM LMTD 25 2 0 03 Jul 2024
ViANLI: Adversarial Natural Language Inference for Vietnamese Tin Van Huynh Kiet Van Nguyen Ngan Luu-Thuy Nguyen 22 0 0 25 Jun 2024
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? Zhouhong Gu Lin Zhang Xiaoxuan Zhu Jiangjie Chen Wenhao Huang ... Shusen Wang Zheyu Ye Yan Gao Hongwei Feng Yanghua Xiao RALM 29 1 0 18 Jun 2024
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs Xuan Zhang Chao Du Tianyu Pang Qian Liu Wei Gao Min-Bin Lin LRM AI4CE 44 34 0 13 Jun 2024
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source Hung Tuan Le Long Truong To Manh Trong Nguyen Kiet Van Nguyen 35 3 0 13 May 2024
Information Re-Organization Improves Reasoning in Large Language Models Xiaoxia Cheng Zeqi Tan Wei Xue Weiming Lu LRM 21 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 27 13 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 26 0 0 25 Mar 2024
Epistemology of Language Models: Do Language Models Have Holistic Knowledge? Minsu Kim James Thorne 22 6 0 19 Mar 2024
Rethinking Loss Functions for Fact Verification Yuta Mukobara Yutaro Shigeto Masashi Shimbo AAML 19 0 0 13 Mar 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs Preetam Prabhu Srikar Dammu Himanshu Naidu Mouly Dewan YoungMin Kim Tanya Roosta Aman Chadha Chirag Shah 46 6 0 12 Mar 2024
FaaF: Facts as a Function for the evaluation of generated text Vasileios Katranidis Gabor Barany HILM RALM 42 4 0 06 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 53 7 0 04 Mar 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 37 65 0 27 Feb 2024
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding Alex Zhuang Ge Zhang Tianyu Zheng Xinrun Du Junjie Wang Weiming Ren Stephen W. Huang Jie Fu Xiang Yue Wenhu Chen LMTD 49 14 0 26 Feb 2024
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners Kezhi Kong Jiani Zhang Zhengyuan Shen Balasubramaniam Srinivasan Chuan Lei Christos Faloutsos Huzefa Rangwala George Karypis LMTD ReLM RALM LRM 49 17 0 22 Feb 2024
CABINET: Content Relevance based Noise Reduction for Table Question Answering Sohan Patnaik Heril Changwal Milan Aggarwal Sumita Bhatia Yaman Kumar Balaji Krishnamurthy LMTD RALM 38 18 0 02 Feb 2024
Fact-checking based fake news detection: a review Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Dan Zeng Liang Liu EgoV 54 0 0 03 Jan 2024
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 16 23 0 14 Dec 2023
RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 24 9 0 16 Nov 2023
ChartCheck: Explainable Fact-Checking over Real-World Chart Images Mubashara Akhtar Nikesh Subedi Vivek Gupta Sahar Tahmasebi O. Cocarascu Elena Simperl HAI 24 3 0 13 Nov 2023
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 21 37 0 10 Nov 2023
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge Farima Fatahi Bayat Kun Qian Benjamin Han Yisi Sang Anton Belyi Samira Khorshidi Fei Wu Ihab F. Ilyas Yunyao Li HILM 31 25 0 26 Oct 2023
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification Yingjie Zhu Jiasheng Si Yibo Zhao Haiyang Zhu Deyu Zhou Yulan He 36 6 0 23 Oct 2023
QA-NatVer: Question Answering for Natural Logic-based Fact Verification Rami Aly Marek Strong Andreas Vlachos 27 6 0 22 Oct 2023
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection Xiang Chen Duanzheng Song Honghao Gui Chengxi Wang Ningyu Zhang Jiang Yong Fei Huang Chengfei Lv Dan Zhang Huajun Chen HILM 35 15 0 18 Oct 2023
QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking Liangming Pan Xinyuan Lu Min-Yen Kan Preslav Nakov LRM 32 18 0 11 Oct 2023