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 / 52 papers shown

Title
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 71 1 0 17 May 2025
Group-in-Group Policy Optimization for LLM Agent Training Lang Feng Zhenghai Xue Tingcong Liu Bo An OffRL 141 0 0 16 May 2025
TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji Parker Glenn Aditya G. Parameswaran Madelon Hulsebos LMTD RALM 85 1 0 14 May 2025
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments S. Vaghefi Aymane Hachcham Veronica Grasso Jiska Manicus Nakiete Msemo Chiara Colesanti-Senni Markus Leippold 46 0 0 07 Apr 2025
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping Weili Zeng Ziyuan Huang Kaixiang Ji Yichao Yan VLM 147 1 0 26 Mar 2025
A Token-level Text Image Foundation Model for Document Understanding Tongkun Guan Zining Wang Pei Fu Zhengtao Guo Wei Shen ... Chen Duan Hao Sun Qianyi Jiang Junfeng Luo Xiaokang Yang VLM 81 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 88 0 0 02 Mar 2025
TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition Yuxiang Wang Junhao Gan Jianzhong Qi LMTD 120 0 0 20 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 98 5 0 17 Feb 2025
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets Vatsal Gupta Pranshu Pandya Tushar Kataria Vivek Gupta Dan Roth AAML 84 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 106 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 154 0 0 10 Dec 2024
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 112 1 0 08 Nov 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 138 3 0 10 Oct 2024
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers Shraman Pramanick Rama Chellappa Subhashini Venugopalan 60 16 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 78 3 0 29 Jun 2024
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization Md Mahadi Hasan Nahid Davood Rafiei LMTD 86 5 0 25 Jun 2024
Multimodal Structured Generation: CVPR's 2nd MMFM Challenge Technical Report Franz Louis Cesista VGen 71 6 0 17 Jun 2024
TANQ: An open domain dataset of table answered questions Mubashara Akhtar Chenxi Pang Andreea Marzoca Yasemin Altun Julian Martin Eisenschlos LMTD RALM 65 2 0 13 May 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 108 30 0 19 Apr 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 94 11 0 04 Mar 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 68 7 0 22 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 155 112 0 08 Feb 2024
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 435 24,160 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 197 8,386 0 19 Jun 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 200 2,296 0 02 May 2019
Learning to Generalize from Sparse and Underspecified Rewards Rishabh Agarwal Chen Liang Dale Schuurmans Mohammad Norouzi OffRL 70 96 0 19 Feb 2019
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 89 596 0 01 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.2K 93,936 0 11 Oct 2018
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 76 1,203 0 24 Sep 2018
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification Andreas Hanselowski Huatian Zhang Zile Li Daniil Sorokin Benjamin Schiller Claudia Schulz Iryna Gurevych 45 181 0 03 Sep 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 82 710 0 16 Aug 2018
Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing Chen Liang Mohammad Norouzi Jonathan Berant Quoc V. Le Ni Lao 52 134 0 06 Jul 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 744 7,080 0 20 Apr 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 118 1,633 0 14 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 139 11,520 0 15 Feb 2018
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 83 1,184 0 31 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 514 129,831 0 12 Jun 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 83 381 0 31 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 451 4,444 0 18 Apr 2017
Learning a Natural Language Interface with Neural Programmer Arvind Neelakantan Quoc V. Le Martín Abadi Andrew McCallum Dario Amodei LMTD NAI 107 136 0 28 Nov 2016
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision Chen Liang Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao NAI 86 404 0 31 Oct 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 76 1,128 0 20 Sep 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 314 1,369 0 06 Jun 2016
Programming with a Differentiable Forth Interpreter Matko Bosnjak Tim Rocktaschel Jason Naradowsky Sebastian Riedel 44 148 0 21 May 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 84 730 0 06 Jan 2016
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 64 263 0 16 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 247 4,268 0 21 Aug 2015
Compositional Semantic Parsing on Semi-Structured Tables Panupong Pasupat Percy Liang CoGe LMTD 77 773 0 03 Aug 2015
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 88 2,318 0 20 Oct 2014