TabFact: A Large-scale Dataset for Table-based Fact Verification

5 September 2019

Papers citing "TabFact: A Large-scale Dataset for Table-based Fact Verification"

50 / 129 papers shown

Title
Table-R1: Region-based Reinforcement Learning for Table Understanding Zhenhe Wu Jian Yang Jiaheng Liu Xianjie Wu Changzai Pan Jie Zhang Yu Zhao Shuangyong Song Yongxiang Li Zhoujun Li LMTD LRM 7 0 0 18 May 2025
When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research Guijin Son Jiwoo Hong Honglu Fan Heejeong Nam Hyunwoo Ko ... Jinyeop Song Jinha Choi Gonçalo Paulo Youngjae Yu Stella Biderman 22 0 0 17 May 2025
Group-in-Group Policy Optimization for LLM Agent Training Lang Feng Zhenghai Xue Tingcong Liu Bo An OffRL 22 0 0 16 May 2025
TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji Parker Glenn Aditya G. Parameswaran Madelon Hulsebos LMTD RALM 49 1 0 14 May 2025
Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput Bo Zhang Shuo Li Runhe Tian Yang Yang Jixin Tang Jinhao Zhou Lin Ma VLM 38 0 0 14 May 2025
Griffin: Towards a Graph-Centric Relational Database Foundation Model Yanbo Wang Xiyuan Wang Quan Gan Minjie Wang Qibin Yang David Wipf Muhan Zhang 180 0 0 08 May 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 100 0 0 23 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 59 0 0 02 Apr 2025
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval Ruiyi Yang Hao Xue Imran Razzak Hakim Hacid Flora D. Salim RALM 91 0 0 18 Mar 2025
RePanda: Pandas-powered Tabular Verification and Reasoning Atoosa Malemir Chegini Keivan Rezaei Hamid Eghbalzadeh S. Feizi LRM 41 0 0 14 Mar 2025
A Token-level Text Image Foundation Model for Document Understanding Tongkun Guan Zining Wang Pei Fu Zhengtao Guo Wei-Ming Shen ... Chen Duan Hao Sun Qianyi Jiang Junfeng Luo Xiaokang Yang VLM 52 1 0 04 Mar 2025
SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking Nam V. Nguyen Dien X. Tran Thanh T. Tran Anh T. Hoang Tai V. Duong Di T. Le Phuc-Lu Le 47 0 0 02 Mar 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 92 3 0 26 Feb 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning Peiying Yu Guoxin Chen Jingjing Wang LLMAG LMTD LRM 70 3 0 17 Feb 2025
TableMaster: A Recipe to Advance Table Understanding with Language Models Lang Cao Hanbing Liu LMTD RALM 310 1 1 31 Jan 2025
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets Vatsal Gupta Pranshu Pandya Tushar Kataria Vivek Gupta Dan Roth AAML 69 1 0 03 Jan 2025
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 123 0 0 10 Dec 2024
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 50 1 0 08 Nov 2024
TabVer: Tabular Fact Verification with Natural Logic Rami Aly Andreas Vlachos LMTD 35 0 0 02 Nov 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 53 2 0 10 Oct 2024
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering Xianjie Wu Jian Yang Linzheng Chai Ge Zhang Jiaheng Liu ... Xianfu Cheng Tianzhen Sun Guanglin Niu Tongliang Li Zhoujun Li LMTD ELM 65 23 0 17 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 54 3 0 06 Aug 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables Irwin Deng Kushagra Dixit Vivek Gupta Dan Roth LMTD 34 2 0 22 Jul 2024
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers Shraman Pramanick Rama Chellappa Subhashini Venugopalan 50 15 0 12 Jul 2024
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables Nikhil Abhyankar Vivek Gupta Dan Roth Chandan K. Reddy LMTD 63 2 0 29 Jun 2024
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization Md Mahadi Hasan Nahid Davood Rafiei LMTD 58 4 0 25 Jun 2024
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers Myeonghwa Lee Seonho An Min-Soo Kim 3DV RALM 44 18 0 18 Jun 2024
Multimodal Structured Generation: CVPR's 2nd MMFM Challenge Technical Report Franz Louis Cesista VGen 57 6 0 17 Jun 2024
Multimodal Table Understanding Mingyu Zheng Xinwei Feng Q. Si Qiaoqiao She Zheng Lin Wenbin Jiang Weiping Wang LMTD VLM 45 14 0 12 Jun 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 53 19 0 24 May 2024
TANQ: An open domain dataset of table answered questions Mubashara Akhtar Chenxi Pang Andreea Marzoca Yasemin Altun Julian Martin Eisenschlos LMTD RALM 49 1 0 13 May 2024
Redefining Information Retrieval of Structured Database via Large Language Models Mingzhu Wang Yuzhe Zhang Qihang Zhao Juanyi Yang Hong Zhang RALM KELM 35 0 0 09 May 2024
Hoaxpedia: A Unified Wikipedia Hoax Articles Dataset Hsuvas Borkakoty Luis Espinosa-Anke 35 1 0 03 May 2024
TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains Yoonsik Kim Moonbin Yim Ka Yeon Song LMTD 57 15 0 30 Apr 2024
iTBLS: A Dataset of Interactive Conversations Over Tabular Information Anirudh S. Sundar Christopher Richardson William Gay Larry Heck LMTD 52 1 0 19 Apr 2024
TextSquare: Scaling up Text-Centric Visual Instruction Tuning Jingqun Tang Chunhui Lin Zhen Zhao Shubo Wei Binghong Wu ... Yuliang Liu Hao Liu Yuan Xie Xiang Bai Can Huang LRM VLM MLLM 76 30 0 19 Apr 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
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 59 8 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 59 66 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
Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering Pragya Srivastava Manuj Malik Vivek Gupta T. Ganu Dan Roth 25 15 0 17 Feb 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 130 110 0 08 Feb 2024
LLaVA-MoLE: Sparse Mixture of LoRA Experts for Mitigating Data Conflicts in Instruction Finetuning MLLMs Shaoxiang Chen Zequn Jie Lin Ma MoE 50 47 0 29 Jan 2024
FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models Ziqiang Yuan Kaiyuan Wang Shoutai Zhu Ye Yuan Jingya Zhou Yanlin Zhu Wenqi Wei 42 5 0 19 Jan 2024
TableLlama: Towards Open Large Generalist Models for Tables Tianshu Zhang Xiang Yue Yifei Li Huan Sun LMTD ALM 22 83 0 15 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Chenyu You Yingbo Zhou Semih Yavuz LRM 27 6 0 31 Oct 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning Alexander Hanbo Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 43 2 0 10 Aug 2023
VerifAI: Verified Generative AI Nan Tang Chenyu Yang Ju Fan Lei Cao Yuyu Luo Alon Halevy 21 15 0 06 Jul 2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training Zhuoer Wang Marcus D. Collins Nikhita Vedula Simone Filice S. Malmasi Oleg Rokhlenko 55 10 0 24 May 2023
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering Jian Wu Yicheng Xu Yan Gao Jian-Guang Lou Börje F. Karlsson Manabu Okumura LMTD 18 3 0 24 May 2023