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Towards Robust Temporal Reasoning of Large Language Models via a
  Multi-Hop QA Dataset and Pseudo-Instruction Tuning
v1v2 (latest)

Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning

16 November 2023
Qingyu Tan
Hwee Tou Ng
Lidong Bing
ArXiv (abs)PDFHTMLGithub (1★)

Papers citing "Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning"

11 / 11 papers shown
Structured yet Bounded Temporal Understanding in Large Language Models
Structured yet Bounded Temporal Understanding in Large Language Models
Damin Zhang
Julia Taylor Rayz
201
0
0
19 Oct 2025
Around the World in 24 Hours: Probing LLM Knowledge of Time and Place
Around the World in 24 Hours: Probing LLM Knowledge of Time and PlaceAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Carolin Holtermann
Paul Röttger
Anne Lauscher
LRM
326
6
0
04 Jun 2025
It's High Time: A Survey of Temporal Question Answering
It's High Time: A Survey of Temporal Question Answering
Bhawna Piryani
Abdelrahman Abdullah
Jamshid Mozafari
Avishek Anand
Adam Jatowt
465
2
0
26 May 2025
Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning
Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning
Gagan Bhatia
Maxime Peyrard
Wei Zhao
396
6
0
22 May 2025
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zihao Jiang
Ben Liu
Miao Peng
Wenjie Xu
Yao Xiao
Zhenyan Shan
Min Peng
AI4TSLRM
258
3
0
21 May 2025
Leveraging LLM For Synchronizing Information Across Multilingual Tables
Leveraging LLM For Synchronizing Information Across Multilingual TablesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Siddharth Khincha
Tushar Kataria
Ankita Anand
Dan Roth
Vivek Gupta
414
2
0
03 Apr 2025
DateLogicQA: Benchmarking Temporal Biases in Large Language Models
DateLogicQA: Benchmarking Temporal Biases in Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Gagan Bhatia
MingZe Tang
Cristina Mahanta
Madiha Kazi
487
4
0
17 Dec 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables
Enhancing Temporal Understanding in LLMs for Semi-structured Tables
Irwin Deng
Kushagra Dixit
Vivek Gupta
Dan Roth
LMTD
385
9
0
22 Jul 2024
Timo: Towards Better Temporal Reasoning for Language Models
Timo: Towards Better Temporal Reasoning for Language Models
Zhaochen Su
Jun Zhang
Tong Zhu
Xiaoye Qu
Juntao Li
Min Zhang
Yu Cheng
LRM
317
30
0
20 Jun 2024
Large Language Models Can Learn Temporal Reasoning
Large Language Models Can Learn Temporal ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Siheng Xiong
Ali Payani
Ramana Rao Kompella
Faramarz Fekri
LRM
614
166
0
12 Jan 2024
Are Large Language Models Temporally Grounded?
Are Large Language Models Temporally Grounded?North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yifu Qiu
Zheng Zhao
Yftah Ziser
Anna Korhonen
Edoardo Ponti
Shay B. Cohen
LRM
367
23
0
14 Nov 2023
1
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