A Survey on Table Question Answering: Recent Advances

12 July 2022

Papers citing "A Survey on Table Question Answering: Recent Advances"

33 / 33 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
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 46 0 0 17 Apr 2025
HCT-QA: A Benchmark for Question Answering on Human-Centric Tables M. Ahmad Zan Naeem Michaël Aupetit A. Elmagarmid M. Eltabakh Xiasong Ma M. Ouzzani Chaoyi Ruan LMTD 175 0 0 09 Mar 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
TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic Extension Zipeng Qiu You Peng Guangxin He Binhang Yuan Chen Wang LMTD 106 2 0 29 Nov 2024
TabVer: Tabular Fact Verification with Natural Logic Rami Aly Andreas Vlachos LMTD 33 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
Table Question Answering for Low-resourced Indic Languages Vaishali Pal Evangelos Kanoulas Andrew Yates Maarten de Rijke LMTD 31 0 0 04 Oct 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 28 0 0 25 Aug 2024
DocTabQA: Answering Questions from Long Documents Using Tables Haochen Wang Kai Hu Haoyu Dong Liangcai Gao RALM LMTD 24 3 0 21 Aug 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 20 0 17 Aug 2024
ALTER: Augmentation for Large-Table-Based Reasoning Han Zhang Yuheng Ma Hanfang Yang RALM LMTD 40 2 0 03 Jul 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 52 48 0 21 May 2024
MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting Avinash Anand Janak Kapuriya Apoorv Singh Jay Saraf Naman Lal Astha Verma Rushali Gupta R. Shah LRM 38 12 0 11 Apr 2024
Navigating the Landscape of Hint Generation Research: From the Past to the Future Anubhav Jangra Jamshid Mozafari Adam Jatowt Smaranda Muresan 40 2 0 06 Apr 2024
How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized Dataset Akash Ghosh Venkata Sahith Bathini Niloy Ganguly Pawan Goyal Mayank Singh LMTD 34 1 0 30 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 50 66 0 27 Feb 2024
Training Table Question Answering via SQL Query Decomposition Raphael Mouravieff Benjamin Piwowarski Sylvain Lamprier ReLM LMTD 46 0 0 19 Feb 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che LRM 39 0 0 16 Feb 2024
A Survey of Table Reasoning with Large Language Models Xuanliang Zhang Dingzirui Wang Longxu Dou Qingfu Zhu Wanxiang Che LMTD LRM 30 6 0 13 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 60 24 0 04 Feb 2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding Zilong Wang Hao Zhang Chun-Liang Li Julian Martin Eisenschlos Vincent Perot ... Lesly Miculicich Yasuhisa Fujii Jingbo Shang Chen-Yu Lee Tomas Pfister ReLM LMTD LRM 46 92 0 09 Jan 2024
Large Language Models are Complex Table Parsers Bowen Zhao Changkai Ji Yuejie Zhang Wen He Yingwen Wang Qing Wang Rui Feng Xiaobo Zhang LMTD RALM 25 22 0 13 Dec 2023
DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Tianshu Wang Hongyu Lin Hongyu Lin Le Sun Xiaoyang Chen Hao Wang Zhenyu Zeng 42 0 0 06 Dec 2023
TabLib: A Dataset of 627M Tables with Context Gus Eggert Kevin Huo Mike Biven Justin Waugh LMTD 34 10 0 11 Oct 2023
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering Vaishali Pal Andrew Yates Evangelos Kanoulas Maarten de Rijke LMTD 32 20 0 22 May 2023
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs Fengbin Zhu Chao Wang Fuli Feng Zifeng Ren Moxin Li Tat-Seng Chua 47 3 0 03 May 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 23 7 0 21 Mar 2023
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models Jinze Bai Rui Men Han Yang Xuancheng Ren Kai Dang ... Wenhang Ge Jianxin Ma Junyang Lin Jingren Zhou Chang Zhou 37 15 0 08 Dec 2022
MATE: Multi-view Attention for Table Transformer Efficiency Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 75 95 0 09 Sep 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering Alexander Hanbo Li Patrick Ng Peng Xu Henghui Zhu Zhiguo Wang Bing Xiang LMTD 127 31 0 05 Aug 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 211 87 0 29 Dec 2020
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges Bin Fu Yunqi Qiu Chengguang Tang Yang Li Haiyang Yu Jian Sun 161 95 0 26 Jul 2020