Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2010.12537
Cited By
v1
v2
v3
v4 (latest)
TUTA: Tree-based Transformers for Generally Structured Table Pre-training
21 October 2020
Zhiruo Wang
Haoyu Dong
Ran Jia
Jia Li
Zhiyi Fu
Shi Han
Dongmei Zhang
LMTD
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"TUTA: Tree-based Transformers for Generally Structured Table Pre-training"
50 / 90 papers shown
Oh That Looks Familiar: A Novel Similarity Measure for Spreadsheet Template Discovery
Anand Krishnakumar
Vengadesh Ravikumaran
132
0
0
10 Nov 2025
LLM/Agent-as-Data-Analyst: A Survey
Zirui Tang
Weizheng Wang
Z. Zhou
Yang Jiao
Bangrui Xu
...
Conghui He
Bin Wang
Conghui He
Xiaoyang Wang
Fan Wu
253
9
0
28 Sep 2025
MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining
Haoyu Dong
Pengkun Zhang
Mingzhe Lu
Yanzhen Shen
Guolin Ke
ReLM
LRM
455
3
0
08 Sep 2025
Utilizing Training Data to Improve LLM Reasoning for Tabular Understanding
Chufan Gao
Jintai Chen
Jimeng Sun
LMTD
ReLM
LRM
168
0
0
26 Aug 2025
Improving Table Understanding with LLMs and Entity-Oriented Search
T. Nguyen
Hoang Ngo
Dinh Q. Phung
Thuy-Trang Vu
Dat Quoc Nguyen
LMTD
111
0
0
23 Aug 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding
T. Nguyen
Hoang Ngo
Dinh Q. Phung
Thuy-Trang Vu
Dat Quoc Nguyen
LMTD
111
3
0
23 Aug 2025
M3TQA: Massively Multilingual Multitask Table Question Answering
Daixin Shu
Jian Yang
Zhenhe Wu
Xianjie Wu
Xianfu Cheng
...
Hualei Zhu
Wei Zhang
G. Zhang
Jiaheng Liu
Zhoujun Li
LMTD
156
2
0
22 Aug 2025
TASER: Table Agents for Schema-guided Extraction and Recommendation
Nicole Cho
Kirsty Fielding
William Watson
Sumitra Ganesh
Manuela Veloso
LMTD
236
0
0
18 Aug 2025
Tabularis Formatus: Predictive Formatting for Tables
Mukul Singh
J. Cambronero
Sumit Gulwani
Vu Le
Gust Verbruggen
LMTD
105
0
0
14 Aug 2025
ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation
Atakan Site
Emre Hakan Erdemir
Gülşen Eryiğit
LMTD
108
1
0
01 Aug 2025
Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges
Xiaofeng Wu
Alan Ritter
Wei Xu
LMTD
267
5
0
31 Jul 2025
MAPLE: Multi-Agent Adaptive Planning with Long-Term Memory for Table Reasoning
Ye Bai
Minghan Wang
Thuy-Trang Vu
LLMAG
OffRL
RALM
LRM
459
1
0
06 Jun 2025
Large Language Models are Good Relational Learners
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Fang Wu
Vijay Prakash Dwivedi
Jure Leskovec
285
4
0
06 Jun 2025
Multimodal Tabular Reasoning with Privileged Structured Information
Jun-Peng Jiang
Yu Xia
Hai-Long Sun
Shiyin Lu
Qing-Guo Chen
Weihua Luo
Kaifu Zhang
De-Chuan Zhan
Han-Jia Ye
LMTD
LRM
264
6
0
04 Jun 2025
Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models
Lang Cao
Jingxian Xu
Hanbing Liu
Jinyu Wang
Mengyu Zhou
Haoyu Dong
Shi Han
Dongmei Zhang
LRM
OffRL
LMTD
ReLM
396
2
0
29 May 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Xinyi He
Yihao Liu
Mengyu Zhou
Yeye He
Haoyu Dong
Shi Han
Zejian Yuan
Dongmei Zhang
LMTD
393
4
0
06 Mar 2025
Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective
Da Li
Keping Bi
Jiafeng Guo
Xueqi Cheng
LMTD
256
1
0
04 Mar 2025
Structural Deep Encoding for Table Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Raphael Mouravieff
Benjamin Piwowarski
Sylvain Lamprier
LMTD
295
2
0
03 Mar 2025
In-context Learning of Evolving Data Streams with Tabular Foundational Models
Afonso Lourenço
João Gama
Eric P. Xing
Goreti Marreiros
442
0
0
24 Feb 2025
Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting
International Conference on Extending Database Technology (EDBT), 2025
Gyanendra Shrestha
Chutain Jiang
Sai Akula
Vivek Yannam
Anna Pyayt
Michael Gubanov
LMTD
318
2
0
20 Feb 2025
Towards Question Answering over Large Semi-structured Tables
Yuxiang Wang
Jianzhong Qi
Junhao Gan
LMTD
393
0
0
19 Feb 2025
TableMaster: A Recipe to Advance Table Understanding with Language Models
Lang Cao
Hanbing Liu
LMTD
RALM
1.2K
14
1
31 Jan 2025
Hybrid Graphs for Table-and-Text based Question Answering using LLMs
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Ankush Agarwal
Ganesh S
Chaitanya Devaguptapu
LMTD
259
5
0
29 Jan 2025
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yuxiang Wang
Junhao Gan
Jianzhong Qi
LMTD
549
9
0
10 Oct 2024
2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models
The Web Conference (WWW), 2024
Jia-Nan Li
Jian Guan
Wei Wu
Zhengtao Yu
Rui Yan
LMTD
331
3
0
29 Sep 2024
Using Large Language Models to Generate Clinical Trial Tables and Figures
Yumeng Yang
Peter Krusche
Kristyn Pantoja
Cheng Shi
Ethan B. Ludmir
Kirk Roberts
Gen Zhu
LM&MA
LMTD
350
0
0
18 Sep 2024
Seek and Solve Reasoning for Table Question Answering
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Ruya Jiang
Chun Wang
Weihong Deng
LMTD
ReLM
LRM
423
5
0
09 Sep 2024
DocTabQA: Answering Questions from Long Documents Using Tables
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2024
Haochen Wang
Kai Hu
Haoyu Dong
Liangcai Gao
RALM
LMTD
211
8
0
21 Aug 2024
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution
Yucheng Ruan
Xiang Lan
Jingying Ma
Yizhi Dong
Kai He
Mengling Feng
LMTD
315
21
0
20 Aug 2024
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
Yuzhang Tian
Jianbo Zhao
Haoyu Dong
Junyu Xiong
Shiyu Xia
...
Yun Lin
José Cambronero
Yeye He
Shi Han
Dongmei Zhang
LMTD
342
13
0
12 Jul 2024
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
Aamod Khatiwada
Harsha Kokel
Ibrahim Abdelaziz
Subhajit Chaudhury
Julian T Dolby
Oktie Hassanzadeh
Zhenhan Huang
Tejaswini Pedapati
Horst Samulowitz
Kavitha Srinivas
LMTD
435
6
0
28 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
Yu Zhang
Xiusi Chen
Sara Szymkuć
Sheng Wang
Shuiwang Ji
Wei Wang
Jiawei Han
447
89
0
16 Jun 2024
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting
Andrei Margeloiu
A. Bazaga
Nikola Simidjievski
Pietro Lio
M. Jamnik
LMTD
379
7
0
03 Jun 2024
InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning
Guozheng Li
Peng He
Xinyu Wang
Runfei Li
Chi Harold Liu
Chuangxin Ou
Dong He
Guoren Wang
244
5
0
27 May 2024
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities
Shiyu Xia
Junyu Xiong
Haoyu Dong
Jianbo Zhao
Yuzhang Tian
Mengyu Zhou
Yeye He
Shi Han
Dongmei Zhang
VLM
CoGe
LMTD
191
5
0
25 May 2024
An Automatic Prompt Generation System for Tabular Data Tasks
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Ashlesha Akella
Abhijit Manatkar
Brij Chavda
Hima Patel
LMTD
199
3
0
09 May 2024
Graph Neural Network Approach to Semantic Type Detection in Tables
Ehsan Hoseinzade
Ke Wang
236
1
0
30 Apr 2024
Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science
Yazheng Yang
Yuqi Wang
Sankalok Sen
Lei Li
Qi Liu
LMTD
651
13
0
29 Mar 2024
HGT: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
Rihui Jin
Yu Li
Guilin Qi
Nan Hu
Yuan-Fang Li
Jiaoyan Chen
Jianan Wang
Yongrui Chen
Dehai Min
LMTD
228
0
0
28 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context
Zirui Wu
Yansong Feng
LMTD
ReLM
LRM
448
22
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
532
170
0
27 Feb 2024
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries
Wei Zhao
Zhitao Hou
Siyuan Wu
Yan Gao
Haoyu Dong
Yao Wan
Hongyu Zhang
Yulei Sui
Haidong Zhang
LMTD
719
8
0
20 Feb 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs
Naihao Deng
Zhenjie Sun
Ruiqi He
Aman Sikka
Yulong Chen
Lin Ma
Yue Zhang
Amélie Reymond
LMTD
381
38
0
19 Feb 2024
Training Table Question Answering via SQL Query Decomposition
Raphael Mouravieff
Benjamin Piwowarski
Sylvain Lamprier
ReLM
LMTD
227
1
0
19 Feb 2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
International Conference on Learning Representations (ICLR), 2024
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
225
204
0
09 Jan 2024
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yuan Sui
Jiaru Zou
Mengyu Zhou
Xinyi He
Lun Du
Shi Han
Dongmei Zhang
LRM
LMTD
209
46
0
14 Dec 2023
PixT3: Pixel-based Table-To-Text Generation
Iñigo Alonso
Eneko Agirre
Mirella Lapata
LMTD
400
8
0
16 Nov 2023
TableLlama: Towards Open Large Generalist Models for Tables
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Tianshu Zhang
Xiang Yue
Yifei Li
Huan Sun
LMTD
ALM
397
166
0
15 Nov 2023
A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space
Wenchong He
Zhe Jiang
Tingsong Xiao
Zelin Xu
Shigang Chen
Ronald Fick
Miles Medina
Christine Angelini
266
18
0
08 Nov 2023
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning
Chuizheng Meng
Yihe Dong
Sercan O. Arik
Yan Liu
Tomas Pfister
CML
AI4TS
352
1
0
01 Nov 2023
1
2
Next
Page 1 of 2
