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ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning

30 December 2020

Rujun Han

Xiang Ren

Nanyun Peng

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Papers citing "ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning"

34 / 34 papers shown

Title
Chaining Event Spans for Temporal Relation Grounding Jongho Kim Dohyeon Lee Minsoo Kim Seung-won Hwang 17 0 0 17 Jun 2025
It's High Time: A Survey of Temporal Information Retrieval and Question Answering Bhawna Piryani Abdelrahman Abdullah Jamshid Mozafari Avishek Anand Adam Jatowt 39 0 0 26 May 2025
Transformer-Based Temporal Information Extraction and Application: A Review Xin Su Phillip Howard Steven Bethard 79 0 0 10 Apr 2025
A Study into Investigating Temporal Robustness of LLMs Jonas Wallat Abdelrahman Abdallah Adam Jatowt Avishek Anand 71 3 0 21 Mar 2025
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning Jiapu Wang Kai Sun Linhao Luo Wei Wei Yongli Hu Alan Wee-Chung Liew Shirui Pan Baocai Yin 119 13 0 31 Dec 2024
Slowing Down Forgetting in Continual Learning Pascal Janetzky Tobias Schlagenhauf Stefan Feuerriegel CLL 99 0 0 11 Nov 2024
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering Wanqi Yang Yanda Li Meng Fang Ling Chen 81 8 0 25 Sep 2024
Continual Learning for Temporal-Sensitive Question Answering Wanqi Yang Yunqiu Xu Yanda Li Kunze Wang Binbin Huang Ling-Hao Chen CLL 82 3 0 17 Jul 2024
TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction in RAG-based Crowdsourcing Systems Jing Yang Yu Zhao Linyao Yang Xiao Wang Long Chen Fei-Yue Wang LRM 41 2 0 21 Jun 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 127 25 0 13 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 83 28 0 10 Jun 2024
Cross-sensor self-supervised training and alignment for remote sensing V. Marsocci Nicolas Audebert 75 1 0 16 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 154 88 0 25 Apr 2024
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs Xiaobin Zhang Liangjun Zang Qianwen Liu Shuchong Wei Songlin Hu 54 2 0 22 Mar 2024
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 120 15 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 75 2 0 08 Nov 2023
Continual Learning Under Language Shift Evangelia Gogoulou Timothée Lesort Magnus Boman Joakim Nivre KELM CLL 116 4 0 02 Nov 2023
COPR: Continual Learning Human Preference through Optimal Policy Regularization Han Zhang Lin Gui Yuanzhao Zhai Hui Wang Yu Lei Ruifeng Xu CLL 74 0 0 24 Oct 2023
LEMON: Lossless model expansion Yite Wang Jiahao Su Hanlin Lu Cong Xie Tianyi Liu Jianbo Yuan Yanghua Peng Ruoyu Sun Hongxia Yang 73 14 0 12 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 147 9 0 07 Oct 2023
Continual Pre-Training of Large Language Models: How to (re)warm your model? Kshitij Gupta Benjamin Thérien Adam Ibrahim Mats L. Richter Quentin G. Anthony Eugene Belilovsky Irina Rish Timothée Lesort KELM 117 107 0 08 Aug 2023
More than Classification: A Unified Framework for Event Temporal Relation Extraction Quzhe Huang Yutong Hu Shengqi Zhu Yansong Feng Chang Liu Dongyan Zhao AI4TS 46 16 0 28 May 2023
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales Paulina Toro Isaza Guangxuan Xu Akintoye Oloko Yufang Hou Nanyun Peng Dakuo Wang 61 5 0 26 May 2023
QR-CLIP: Introducing Explicit Open-World Knowledge for Location and Time Reasoning Weimin Shi Mingchen Zhuge D. Gao Zhong Zhou Ming-Ming Cheng Deng-Ping Fan LRM VLM 65 0 0 02 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 219 708 0 31 Jan 2023
Test of Time: Instilling Video-Language Models with a Sense of Time Piyush Bagad Makarand Tapaswi Cees G. M. Snoek 167 37 0 05 Jan 2023
Controllable Text Generation for Open-Domain Creativity and Fairness Nanyun Peng 64 6 0 24 Sep 2022
NECE: Narrative Event Chain Extraction Toolkit Guangxuan Xu Paulina Toro Isaza Moshi Li Akintoye Oloko Bingsheng Yao Cassia Sanctos Aminat Adebeyi Yufang Hou Nanyun Peng Dakuo Wang 69 5 0 17 Aug 2022
Learning Action Conditions from Instructional Manuals for Instruction Understanding Te-Lin Wu Caiqi Zhang Qingyuan Hu Alexander Spangher Nanyun Peng 76 4 0 25 May 2022
Continual Pre-Training Mitigates Forgetting in Language and Vision Andrea Cossu Tinne Tuytelaars Antonio Carta Lucia C. Passaro Vincenzo Lomonaco D. Bacciu KELM VLM CLL 83 72 0 19 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts Rujun Han Hong Chen Yufei Tian Nanyun Peng 69 18 0 04 May 2022
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs Chao Shang Guangtao Wang Peng Qi Jing Huang 79 47 0 01 Mar 2022
SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation Bin Li Fei Xia Yixuan Weng Xiusheng Huang Bin Sun 131 4 0 29 Nov 2021
Extracting Temporal Event Relation with Syntax-guided Graph Transformer Shuaicheng Zhang Lifu Huang Qiang Ning 70 24 0 19 Apr 2021