TAPEX: Table Pre-training via Learning a Neural SQL Executor

16 July 2021

Papers citing "TAPEX: Table Pre-training via Learning a Neural SQL Executor"

50 / 168 papers shown

Title
Knowledge Base Question Answering for Space Debris Queries Paul Darm Antonio Valerio Miceli Barone Shay B. Cohen A. Riccardi 29 1 0 31 May 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models Sijia Wang A. Li He Zhu Shenmin Zhang Chung-Wei Hang ... William Wang Zhiguo Wang Vittorio Castelli Bing Xiang Patrick K. L. Ng VLM 40 8 0 27 May 2023
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios Yilun Zhao Haowei Zhang Shengyun Si Linyong Nan Xiangru Tang Arman Cohan LMTD 24 12 0 24 May 2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training Zhuoer Wang Marcus D. Collins Nikhita Vedula Simone Filice S. Malmasi Oleg Rokhlenko 47 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
QTSumm: Query-Focused Summarization over Tabular Data Yilun Zhao Zhenting Qi Linyong Nan Boyu Mi Yixin Liu ... Ruizhe Chen Xiangru Tang Yumo Xu Dragomir R. Radev Arman Cohan RALM LMTD 33 1 0 23 May 2023
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis Fuzhao Xue Yao Fu Wangchunshu Zhou Zangwei Zheng Yang You 83 77 0 22 May 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 38 24 0 22 May 2023
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study Yuan Sui Mengyu Zhou Mingjie Zhou Shi Han Dongmei Zhang LMTD 21 71 0 22 May 2023
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering Vaishali Pal Andrew Yates Evangelos Kanoulas Maarten de Rijke LMTD 19 20 0 22 May 2023
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies Linyong Nan Yilun Zhao Weijin Zou Narutatsu Ri Jaesung Tae Ellen Zhang Arman Cohan Dragomir R. Radev LMTD 25 47 0 21 May 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation Deepanway Ghosal Preksha Nema A. Raghuveer LMTD LRM 49 5 0 19 May 2023
Causal Document-Grounded Dialogue Pre-training Ying Zhao Yu Bowen Haiyang Yu Bowen Li Jinyang Li Chao Wang Fei Huang Yongbin Li N. Zhang 17 6 0 18 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 44 261 0 16 May 2023
Generative Table Pre-training Empowers Models for Tabular Prediction T. Zhang Shaowen Wang Shuicheng Yan Jian Li Qian Liu LMTD 27 38 0 16 May 2023
HistAlign: Improving Context Dependency in Language Generation by Aligning with History David Wan Shiyue Zhang Joey Tianyi Zhou AI4TS 34 5 0 08 May 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 34 5 0 26 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 52 301 0 19 Apr 2023
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning Qian Liu Fan Zhou Zhengbao Jiang Longxu Dou Min-Bin Lin 18 17 0 17 Apr 2023
TabIQA: Table Questions Answering on Business Document Images Phuc Nguyen N. Ly Hideaki Takeda Atsuhiro Takasu LMTD 27 1 0 27 Mar 2023
Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data Carlos Gemmell Jeffrey Stephen Dalton LMTD 30 13 0 17 Mar 2023
Does Deep Learning Learn to Abstract? A Systematic Probing Framework Shengnan An Zeqi Lin B. Chen Qiang Fu Nanning Zheng Jian-Guang Lou 36 4 0 23 Feb 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution Ansong Ni Srini Iyer Dragomir R. Radev Ves Stoyanov Wen-tau Yih Sida I. Wang Xi Lin 21 209 0 16 Feb 2023
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control Yilun Zhao Zhenting Qi Linyong Nan Lorenzo Jaime Yu Flores Dragomir R. Radev LMTD 19 18 0 06 Feb 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 44 143 0 31 Jan 2023
FLAME: A small language model for spreadsheet formulas Harshit Joshi Abishai Ebenezer J. Cambronero Sumit Gulwani Aditya Kanade Vu Le Ivan Radivcek Gust Verbruggen LMTD 37 12 0 31 Jan 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development Avirup Sil Jaydeep Sen Bhavani Iyer M. Franz Kshitij P. Fadnis ... Yulong Li Md Arafat Sultan Riyaz Ahmad Bhat Radu Florian Salim Roukos 31 4 0 23 Jan 2023
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 37 137 0 20 Dec 2022
Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework Zhenyu Li Xiuxing Li Sunqi Fan Jianyong Wang LMTD 28 4 0 20 Dec 2022
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations Jifan Chen Yuhao Zhang Lan Liu Rui Dong Xinchi Chen Patrick K. L. Ng William Yang Wang Zhiheng Huang AI4CE 30 4 0 17 Dec 2022
Leveraging Data Recasting to Enhance Tabular Reasoning Aashna Jena Vivek Gupta Manish Shrivastava Julian Martin Eisenschlos LMTD 27 6 0 23 Nov 2022
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems Jialiang Xu Mengyu Zhou Xinyi He Shi Han Dongmei Zhang AAML ELM AIMat 20 5 0 14 Nov 2022
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information Yijia Shao Mengyu Zhou Yifan Zhong Tao Wu Hongwei Han Shi Han Gideon Huang Dongmei Zhang 3DV 17 2 0 10 Nov 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 28 29 0 09 Nov 2022
NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering Tengxun Zhang Hongfei Xu Josef van Genabith Deyi Xiong Hongying Zan AIMat LRM 21 5 0 07 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 26 45 0 05 Nov 2022
Towards Zero-Shot and Few-Shot Table Question Answering using GPT-3 Pragya Srivastava T. Ganu Saikat Guha LMTD RALM 11 4 0 31 Oct 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Yilun Zhao Linyong Nan Zhenting Qi Rui Zhang Dragomir R. Radev ReLM LMTD LRM 49 36 0 22 Oct 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing Zefeng Cai Xiangyu Li Binyuan Hui Min Yang Bowen Li ... Zhen Cao Weijie Li Fei Huang Luo Si Yongbin Li 34 27 0 21 Oct 2022
Tele-Knowledge Pre-training for Fault Analysis Zhuo Chen Wen Zhang Yufen Huang Mingyang Chen Yuxia Geng ... Song Jiang Zhaoyang Lian Y. Li Lei Cheng Hua-zeng Chen 41 17 0 20 Oct 2022
Table-To-Text generation and pre-training with TabT5 Ewa Andrejczuk Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Yasemin Altun LMTD 26 31 0 17 Oct 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation Yongwei Zhou Junwei Bao Chaoqun Duan Youzheng Wu Xiaodong He T. Zhao ReLM RALM LMTD LRM 26 20 0 15 Oct 2022
Large Language Models are few(1)-shot Table Reasoners Wenhu Chen LMTD ReLM LRM 19 138 0 13 Oct 2022
Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems Fan Zhou Haoyu Dong Qian Liu Zhoujun Cheng Shi Han Dongmei Zhang ReLM LRM 34 5 0 11 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 35 10 0 09 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 122 198 0 06 Oct 2022
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark A. Kalyan ReLM LRM 40 267 0 29 Sep 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 34 29 0 12 Sep 2022
On Grounded Planning for Embodied Tasks with Language Models Bill Yuchen Lin Chengsong Huang Qian Liu Wenda Gu Sam Sommerer Xiang Ren LM&Ro 34 39 0 29 Aug 2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions Bowen Qin Binyuan Hui Lihan Wang Min Yang Jinyang Li ... Rongyu Cao Jian Sun Luo Si Fei Huang Yongbin Li LMTD 35 52 0 29 Aug 2022