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2207.03637
Cited By
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
8 July 2022
Zhengbao Jiang
Yi Mao
Pengcheng He
Graham Neubig
Weizhu Chen
LMTD
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Papers citing
"OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering"
27 / 27 papers shown
FACTS: Table Summarization via Offline Template Generation with Agentic Workflows
Ye Yuan
Mohammad Amin Shabani
Siqi Liu
LMTD
RALM
141
0
0
15 Oct 2025
SheetMind: An End-to-End LLM-Powered Multi-Agent Framework for Spreadsheet Automation
Ruiyan Zhu
Xi Cheng
Ke Liu
Brian Zhu
Daniel Jin
Neeraj Parihar
Zhoutian Xu
Oliver Gao
LMTD
117
3
0
14 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
372
1
0
29 May 2025
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics
Atin Sakkeer Hussain
LRM
351
0
0
18 Dec 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding
Deyi Ji
Lanyun Zhu
Siqi Gao
Peng Xu
Hongtao Lu
Jieping Ye
Feng Zhao
PINN
LMTD
278
17
0
13 Nov 2024
TableGPT2: A Large Multimodal Model with Tabular Data Integration
Aofeng Su
Aowen Wang
Chao Ye
Chen Zhou
G. Zhang
...
Xijun Gu
Xingwu Sun
Xianrui Li
Yue Yang
Zhiqing Xiao
PINN
VLM
LMTD
476
52
0
04 Nov 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey
Penghao Zhao
Hailin Zhang
Qinhan Yu
Zhengren Wang
Yunteng Geng
Fangcheng Fu
Ling Yang
Wentao Zhang
Jie Jiang
Tengjiao Wang
3DV
937
454
0
29 Feb 2024
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
Kezhi Kong
Jiani Zhang
Zhengyuan Shen
Ninad Kulkarni
Chuan Lei
Christos Faloutsos
Huzefa Rangwala
George Karypis
LMTD
ReLM
RALM
LRM
328
35
0
22 Feb 2024
Training Table Question Answering via SQL Query Decomposition
Raphael Mouravieff
Benjamin Piwowarski
Sylvain Lamprier
ReLM
LMTD
212
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
221
191
0
09 Jan 2024
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Fangyu Lei
Qian Liu
Yiming Huang
Shizhu He
Jun Zhao
Kang Liu
ELM
LRM
248
16
0
23 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks
Soumajyoti Sarkar
Leonard Lausen
LMTD
222
9
0
01 Oct 2023
Effective Distillation of Table-based Reasoning Ability from LLMs
International Conference on Language Resources and Evaluation (LREC), 2023
Bohao Yang
Chen Tang
Kangning Zhao
Chenghao Xiao
Chenghua Lin
LRM
362
38
0
22 Sep 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yilun Zhao
Chen Zhao
Linyong Nan
Zhenting Qi
Wenlin Zhang
Xiangru Tang
Boyu Mi
Dragomir R. Radev
AAML
LMTD
189
52
0
25 Jun 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
165
3
0
24 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
153
63
0
21 May 2023
Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning
Qianying Liu
Dongsheng Yang
Wenjie Zhong
Fei Cheng
Sadao Kurohashi
AIMat
179
0
0
12 May 2023
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning
Qian Liu
Fan Zhou
Zhengbao Jiang
Longxu Dou
Min Lin
255
17
0
17 Apr 2023
TabIQA: Table Questions Answering on Business Document Images
Phuc Nguyen
N. Ly
Hideaki Takeda
Atsuhiro Takasu
LMTD
212
2
0
27 Mar 2023
Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data
Carlos Gemmell
Jeffrey Stephen Dalton
LMTD
169
14
0
17 Mar 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution
International Conference on Machine Learning (ICML), 2023
Ansong Ni
Srini Iyer
Dragomir R. Radev
Ves Stoyanov
Anuj Kumar
Sida I. Wang
Xi Lin
433
277
0
16 Feb 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Yunhu Ye
Binyuan Hui
Min Yang
Binhua Li
Fei Huang
Yongbin Li
LMTD
ReLM
LRM
339
220
0
31 Jan 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Avirup Sil
Jaydeep Sen
Bhavani Iyer
M. Franz
Kshitij P. Fadnis
...
Yulong Li
Md Arafat Sultan
Riyaz Ahmad Bhat
Radu Florian
Salim Roukos
259
5
0
23 Jan 2023
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yilun Zhao
Linyong Nan
Zhenting Qi
Rui Zhang
Dragomir R. Radev
ReLM
LMTD
LRM
223
49
0
22 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering
International Conference on Computational Linguistics (COLING), 2022
Zhengbao Jiang
Jun Araki
Haibo Ding
Graham Neubig
LRM
178
13
0
09 Oct 2022
Binding Language Models in Symbolic Languages
International Conference on Learning Representations (ICLR), 2022
Zhoujun Cheng
Tianbao Xie
Peng Shi
Chengzu Li
Rahul Nadkarni
...
Dragomir R. Radev
Mari Ostendorf
Luke Zettlemoyer
Noah A. Smith
Tao Yu
LMTD
438
273
0
06 Oct 2022
On the Importance and Applicability of Pre-Training for Federated Learning
International Conference on Learning Representations (ICLR), 2022
Hong-You Chen
Cheng-Hao Tu
Zi-hua Li
Hang Shen
Wei-Lun Chao
FedML
339
103
0
23 Jun 2022
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