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2104.04243
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Incorporating External Knowledge to Enhance Tabular Reasoning
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
9 April 2021
J. Neeraja
Vivek Gupta
Vivek Srikumar
LMTD
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Papers citing
"Incorporating External Knowledge to Enhance Tabular Reasoning"
24 / 24 papers shown
TransientTables: Evaluating LLMs' Reasoning on Temporally Evolving Semi-structured Tables
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Abhilash Shankarampeta
Harsh Mahajan
Tushar Kataria
Dan Roth
Vivek Gupta
LMTD
ReLM
LRM
184
2
0
02 Apr 2025
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Vatsal Gupta
Pranshu Pandya
Tushar Kataria
Vivek Gupta
Dan Roth
AAML
576
2
0
03 Jan 2025
Enhancing Temporal Understanding in LLMs for Semi-structured Tables
Irwin Deng
Kushagra Dixit
Vivek Gupta
Dan Roth
LMTD
351
9
0
22 Jul 2024
CABINET: Content Relevance based Noise Reduction for Table Question Answering
Sohan Patnaik
Heril Changwal
Milan Aggarwal
Sumita Bhatia
Yaman Kumar
Balaji Krishnamurthy
LMTD
RALM
490
31
0
02 Feb 2024
TempTabQA: Temporal Question Answering for Semi-Structured Tables
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Vivek Gupta
Pranshu Kandoi
M. Vora
Shuo Zhang
Yujie He
R. Reinanda
Vivek Srikumar
LMTD
259
34
0
14 Nov 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks
Soumajyoti Sarkar
Leonard Lausen
LMTD
234
9
0
01 Oct 2023
InfoSync: Information Synchronization across Multilingual Semi-structured Tables
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Siddharth Khincha
Chelsi Jain
Vivek Gupta
Tushar Kataria
Shuo Zhang
SyDa
237
3
0
06 Jul 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
371
226
0
31 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference
Hangfeng He
Hongming Zhang
Dan Roth
KELM
LRM
489
205
0
31 Dec 2022
Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Zhenyu Li
Xiuxing Li
Sunqi Fan
Jianyong Wang
LMTD
320
7
0
20 Dec 2022
Leveraging Data Recasting to Enhance Tabular Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Aashna Jena
Vivek Gupta
Manish Shrivastava
Julian Martin Eisenschlos
LMTD
182
6
0
23 Nov 2022
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
D. K. Santhosh Kumar
Vivek Gupta
Soumya Sharma
Shuo Zhang
LMTD
181
4
0
23 Oct 2022
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
226
49
0
22 Oct 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training
Abhilash Shankarampeta
Vivek Gupta
Shuo Zhang
LMTD
RALM
ReLM
300
6
0
21 Oct 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Zdeněk Kasner
Ioannis Konstas
Ondrej Dusek
194
7
0
13 Oct 2022
Arithmetic-Based Pretraining -- Improving Numeracy of Pretrained Language Models
Dominic Petrak
N. Moosavi
Iryna Gurevych
AIMat
158
2
0
13 May 2022
Logical Inference for Counting on Semi-structured Tables
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Tomoya Kurosawa
Hitomi Yanaka
LMTD
158
2
0
16 Apr 2022
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing
Vivek Gupta
Akshat Shrivastava
Adithya Sagar
Armen Aghajanyan
Denis Savenkov
RALM
167
23
0
21 Sep 2021
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification
Qi Shi
Yu Zhang
Qingyu Yin
Ting Liu
289
21
0
14 Sep 2021
TabPert: An Effective Platform for Tabular Perturbation
Nupur Jain
Vivek Gupta
Anshul Rai
G. Kumar
LMTD
139
5
0
02 Aug 2021
Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning
Vivek Gupta
Riyaz Ahmad Bhat
Atreya Ghosal
Manisha Srivastava
M. Singh
Vivek Srikumar
LMTD
254
19
0
02 Aug 2021
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Ori Yoran
Alon Talmor
Jonathan Berant
ReLM
LRM
377
55
0
15 Jul 2021
Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning
International Workshop on Semantic Evaluation (SemEval), 2021
Devansh Gautam
Kshitij Gupta
Manish Shrivastava
LMTD
118
6
0
01 Jun 2021
BreakingBERT@IITK at SemEval-2021 Task 9 : Statement Verification and Evidence Finding with Tables
International Workshop on Semantic Evaluation (SemEval), 2021
Aditya Jindal
Ankur Gupta
J. Srivastava
Preeti Menghwani
Vijit Malik
Vishesh Kaushik
Ashutosh Modi
LMTD
203
4
0
07 Apr 2021
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