"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

6 September 2019

Daniel Khashabi

Papers citing ""Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding"

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Title
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 101 2 0 26 Apr 2025
Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models Jongho Kim Seung-won Hwang LRM AI4CE 60 1 0 17 Feb 2025
Weak-to-Strong Generalization Through the Data-Centric Lens Changho Shin John Cooper Frederic Sala 96 6 0 05 Dec 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting He Chang Chenchen Ye Zhulin Tao Jie Wu Zhengmao Yang Yunshan Ma Xianglin Huang Tat-Seng Chua AI4TS 39 1 0 16 Jul 2024
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? Zhaochen Su Juntao Li Jun Zhang Tong Zhu Xiaoye Qu Pan Zhou Yan Bowen Yu Cheng Min zhang LRM 43 21 0 13 Jun 2024
LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models Mihir Parmar Nisarg Patel Neeraj Varshney Mutsumi Nakamura Man Luo Santosh Mashetty Arindam Mitra Chitta Baral LRM ReLM ELM 40 25 0 23 Apr 2024
Large Language Models Can Learn Temporal Reasoning Siheng Xiong Ali Payani Ramana Rao Kompella Faramarz Fekri LRM 34 79 0 12 Jan 2024
Temporal Validity Change Prediction Georg Wenzel Adam Jatowt 35 0 0 01 Jan 2024
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models Dan Shi Chaobin You Jian-Tao Huang Taihao Li Deyi Xiong LRM 32 0 0 20 Dec 2023
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Haotian Wang Ming Liu Bing Qin LRM ELM 45 9 0 29 Nov 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document Zheng Chu Zekun Wang Jiafeng Liang Ming Liu Bing Qin 25 2 0 08 Nov 2023
TRAM: Benchmarking Temporal Reasoning for Large Language Models Yuqing Wang Yun Zhao LRM 44 11 0 02 Oct 2023
An Overview Of Temporal Commonsense Reasoning and Acquisition Georg Wenzel Adam Jatowt ReLM LRM 51 9 0 28 Jul 2023
FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 48 3 0 27 May 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts Michael J.Q. Zhang Eunsol Choi KELM HILM 27 17 0 24 May 2023
Can NLP Models Correctly Reason Over Contexts that Break the Common Assumptions? Neeraj Varshney Mihir Parmar Nisarg Patel Divij Handa Sayantan Sarkar Man Luo Chitta Baral LRM 36 4 0 20 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Prince Kumar Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 47 13 0 19 May 2023
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering Xin Guan Biwei Cao Qingqing Gao Zheng Yin Bo Liu Jiuxin Cao 26 5 0 10 May 2023
Salient Span Masking for Temporal Understanding Jeremy R. Cole Aditi Chaudhary Bhuwan Dhingra Partha P. Talukdar 57 11 0 22 Mar 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 36 15 0 17 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq Joty VLM LRM 28 15 0 16 Feb 2023
tieval: An Evaluation Framework for Temporal Information Extraction Systems Hugo Sousa A. Jorge Ricardo Campos 15 6 0 11 Jan 2023
Test of Time: Instilling Video-Language Models with a Sense of Time Piyush Bagad Makarand Tapaswi Cees G. M. Snoek 88 36 0 05 Jan 2023
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 52 4 0 07 Dec 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 50 19 0 30 Oct 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 200 4 0 22 Oct 2022
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions Mo Yu Yi Gu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell Chuang Gan LRM 38 0 0 18 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 275 1,077 0 05 Oct 2022
A Kind Introduction to Lexical and Grammatical Aspect, with a Survey of Computational Approaches Annemarie Friedrich Nianwen Xue Alexis Palmer 40 2 0 18 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 38 5 0 01 Aug 2022
Can Language Models perform Abductive Commonsense Reasoning? Seung-Kyum Kim ReLM LRM 28 1 0 07 Jul 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 23 12 0 25 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts Rujun Han Hong Chen Yufei Tian Nanyun Peng 21 18 0 04 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training Mingda Chen Jingfei Du Ramakanth Pasunuru Todor Mihaylov Srini Iyer Ves Stoyanov Zornitsa Kozareva SSL AI4MH 47 64 0 03 May 2022
Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions Mihir Parmar Swaroop Mishra Mor Geva Chitta Baral 36 55 0 01 May 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 56 62 0 28 Jan 2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou Nanyun Peng ELM 23 26 0 01 Jan 2022
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 74 473 0 29 Oct 2021
Reframing Instructional Prompts to GPTk's Language Swaroop Mishra Daniel Khashabi Chitta Baral Yejin Choi Hannaneh Hajishirzi 36 214 0 16 Sep 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 100 52 0 14 Sep 2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding Shane Storks Qiaozi Gao Yichi Zhang J. Chai ReLM LRM 51 22 0 10 Sep 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 35 44 0 02 Aug 2021
Time-Aware Language Models as Temporal Knowledge Bases Bhuwan Dhingra Jeremy R. Cole Julian Martin Eisenschlos D. Gillick Jacob Eisenstein William W. Cohen KELM 30 266 0 29 Jun 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog Lianhui Qin Aditya Gupta Shyam Upadhyay Luheng He Yejin Choi Manaal Faruqui LRM 31 65 0 08 Jun 2021
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks Lisa Bauer Mohit Bansal 19 19 0 20 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 225 180 0 18 Apr 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 69 720 0 18 Apr 2021
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning Rujun Han I-Hung Hsu Jiao Sun J. Baylón Qiang Ning Dan Roth Nanyun Peng 32 45 0 16 Apr 2021
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema Yanai Elazar Hongming Zhang Yoav Goldberg Dan Roth ReLM LRM 45 44 0 16 Apr 2021
AR-LSAT: Investigating Analytical Reasoning of Text Wanjun Zhong Siyuan Wang Duyu Tang Zenan Xu Daya Guo Jiahai Wang Jian Yin Ming Zhou Nan Duan ELM 27 41 0 14 Apr 2021