SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS)

28 May 2021

Papers citing "SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS)"

31 / 31 papers shown

Title
Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers Xanh Ho Sunisth Kumar Yun-Ang Wu Florian Boudin Atsuhiro Takasu Akiko Aizawa LMTD 115 0 0 12 Jun 2025
Atomic Reasoning for Scientific Table Claim Verification Yuji Zhang Qingyun Wang Cheng Qian Jiateng Liu Chenkai Sun Denghui Zhang Tarek Abdelzaher Chengxiang Zhai Preslav Nakov Heng Ji LMTD LRM 14 0 0 08 Jun 2025
MuSciClaims: Multimodal Scientific Claim Verification Yash Kumar Lal Manikanta Bandham Mohammad Saqib Hasan Apoorva Kashi Mahnaz Koupaee Niranjan Balasubramanian 91 0 0 05 Jun 2025
SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval Qiwei Peng Robert Moro Michal Gregor Ivan Srba Simon Ostermann Marian Simko Juraj Podroužek Matus Mesarcik Jaroslav Kopčan Anders Søgaard LRM 54 1 0 15 May 2025
CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? Jiefu Ou William Gantt Walden Kate Sanders Zhengping Jiang Kaiser Sun ... Weiqi Wang Chandler May Hannah Recknor Daniel Khashabi Benjamin Van Durme 72 1 0 27 Mar 2025
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets Vatsal Gupta Pranshu Pandya Tushar Kataria Vivek Gupta Dan Roth AAML 188 1 0 03 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 Edward Choi 178 0 0 31 Dec 2024
GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering Qianlong Li Chen Huang Shuai Li Yuanxin Xiang Deng Xiong Wenqiang Lei LMTD 126 4 0 02 Dec 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 181 11 0 26 Aug 2024
Knowledge-Aware Reasoning over Multimodal Semi-structured Tables Suyash Vardhan Mathur J. Bafna Kunal Kartik Harshita Khandelwal Manish Shrivastava Vivek Gupta Joey Tianyi Zhou Dan Roth LMTD 113 2 0 25 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 61 1 0 22 Aug 2024
Bridging Textual and Tabular Worlds for Fact Verification: A Lightweight, Attention-Based Model Shirin Dabbaghi Varnosfaderani Canasai Kruengkrai R. Yahyapour Junichi Yamagishi LMTD 36 0 0 26 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 72 8 0 12 Mar 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 113 19 0 02 Feb 2024
TempTabQA: Temporal Question Answering for Semi-Structured Tables Vivek Gupta Pranshu Kandoi M. Vora Shuo Zhang Yujie He R. Reinanda Vivek Srikumar LMTD 78 21 0 14 Nov 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 119 34 0 22 May 2023
FactKG: Fact Verification via Reasoning on Knowledge Graphs Jiho Kim Sungjin Park Yeonsu Kwon Yohan Jo James Thorne E. Choi 68 63 0 11 May 2023
INO at Factify 2: Structure Coherence based Multi-Modal Fact Verification Yinuo Zhang Zhulin Tao Xi Wang Tongyue Wang 80 6 0 02 Mar 2023
Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking Mubashara Akhtar O. Cocarascu Elena Simperl 101 27 0 27 Jan 2023
Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework Zhenyu Li Xiuxing Li Sunqi Fan Jianyong Wang LMTD 75 6 0 20 Dec 2022
Leveraging Data Recasting to Enhance Tabular Reasoning Aashna Jena Vivek Gupta Manish Shrivastava Julian Martin Eisenschlos LMTD 47 6 0 23 Nov 2022
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training Zihui Gu Ju Fan Nan Tang Preslav Nakov Xiaoman Zhao Xiaoyong Du LMTD 88 47 0 05 Nov 2022
Table-based Fact Verification with Self-adaptive Mixture of Experts Yuxuan Zhou Xien Liu Kaiyin Zhou Ji Wu MoE 132 16 0 19 Apr 2022
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification Qi Shi Yu Zhang Qingyu Yin Ting Liu 117 19 0 14 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 117 497 0 26 Aug 2021
TabPert: An Effective Platform for Tabular Perturbation Nupur Jain Vivek Gupta Anshul Rai G. Kumar LMTD 45 5 0 02 Aug 2021
Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning Vivek Gupta Riyaz Ahmad Bhat Atreya Ghosal Manisha Srivastava M. Singh Vivek Srikumar LMTD 60 18 0 02 Aug 2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables Xiaoyi Ruan Meizhi Jin Jian Ma Haiqing Yang Lian-Xin Jiang Yang Mo Mengyuan Zhou LMTD 56 2 0 21 Apr 2021
BreakingBERT@IITK at SemEval-2021 Task 9 : Statement Verification and Evidence Finding with Tables Aditya Jindal Ankur Gupta J. Srivastava Preeti Menghwani Vijit Malik Vishesh Kaushik Ashutosh Modi LMTD 33 4 0 07 Apr 2021
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training Thomas Müller Julian Martin Eisenschlos Syrine Krichene LMTD 75 15 0 02 Apr 2021
AmbiFC: Fact-Checking Ambiguous Claims with Evidence Max Glockner Ieva Staliunaite James Thorne Gisela Vallejo Andreas Vlachos Iryna Gurevych 118 30 0 01 Apr 2021