Large Language Model for Table Processing: A Survey

Large Language Model for Table Processing: A Survey

4 February 2024

Papers citing "Large Language Model for Table Processing: A Survey"

12 / 12 papers shown

Title
Towards Large Language Models for Lunar Mission Planning and In Situ Resource Utilization Michael Pekala Gregory Canal Samuel Barham Milena B. Graziano Morgan Trexler Leslie Hamilton Elizabeth Reilly Christopher D. Stiles 37 0 0 28 Apr 2025
TabNSA: Native Sparse Attention for Efficient Tabular Data Learning Ali Eslamian Qiang Cheng 48 0 0 12 Mar 2025
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 19 0 17 Aug 2024
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation Zeyao Ma Bohan Zhang Jing Zhang Jifan Yu Xiaokang Zhang Xiaohan Zhang Sijia Luo Xi Wang Jie Tang LMTD 62 5 0 21 Jun 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 54 8 0 10 Jun 2024
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
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 267 2,494 0 06 Oct 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 46 42 0 12 Jul 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 389 8,495 0 28 Jan 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Haoyu Dong Zhoujun Cheng Xinyi He Mengyuan Zhou Anda Zhou Fan Zhou Ao Liu Shi Han Dongmei Zhang LMTD 65 64 0 24 Jan 2022
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 153 498 0 29 Dec 2020