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ECONET: Effective Continual Pretraining of Language Models for Event
  Temporal Reasoning
v1v2v3 (latest)

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

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
30 December 2020
Rujun Han
Xiang Ren
Nanyun Peng
ArXiv (abs)PDFHTML

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

36 / 36 papers shown
Robust Uncertainty Quantification for Self-Evolving Large Language Models via Continual Domain Pretraining
Robust Uncertainty Quantification for Self-Evolving Large Language Models via Continual Domain Pretraining
Xiaofan Zhou
Lu Cheng
CLL
413
1
0
27 Oct 2025
Enhancing the Cross-Size Generalization for Solving Vehicle Routing Problems via Continual Learning
Enhancing the Cross-Size Generalization for Solving Vehicle Routing Problems via Continual Learning
Jingwen Li
Zhiguang Cao
Yaoxin Wu
Tang Liu
CLL
236
3
0
11 Oct 2025
Chaining Event Spans for Temporal Relation Grounding
Chaining Event Spans for Temporal Relation GroundingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2025
Jongho Kim
Dohyeon Lee
Minsoo Kim
Seung-won Hwang
192
0
0
17 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
429
2
0
26 May 2025
Transformer-Based Temporal Information Extraction and Application: A Review
Transformer-Based Temporal Information Extraction and Application: A Review
Xin Su
Phillip Howard
Steven Bethard
319
1
0
10 Apr 2025
A Study into Investigating Temporal Robustness of LLMs
A Study into Investigating Temporal Robustness of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Jonas Wallat
Abdelrahman Abdallah
Adam Jatowt
Avishek Anand
227
12
0
21 Mar 2025
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph ReasoningNeural Information Processing Systems (NeurIPS), 2024
Jiapu Wang
Kai Sun
Linhao Luo
Wei Wei
Yongli Hu
Alan Wee-Chung Liew
Shirui Pan
Baocai Yin
374
40
0
31 Dec 2024
Slowing Down Forgetting in Continual Learning
Slowing Down Forgetting in Continual Learning
Pascal Janetzky
Tobias Schlagenhauf
Stefan Feuerriegel
CLL
458
0
0
11 Nov 2024
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question
  Answering
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Wanqi Yang
Yanda Li
Meng Fang
Ling Chen
284
12
0
25 Sep 2024
Continual Learning for Temporal-Sensitive Question Answering
Continual Learning for Temporal-Sensitive Question Answering
Wanqi Yang
Yunqiu Xu
Yanda Li
Kunze Wang
Binbin Huang
Ling-Hao Chen
CLL
245
3
0
17 Jul 2024
TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction
  in RAG-based Crowdsourcing Systems
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
450
4
0
21 Jun 2024
Living in the Moment: Can Large Language Models Grasp Co-Temporal
  Reasoning?
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
264
32
0
13 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey
Towards Lifelong Learning of Large Language Models: A Survey
Junhao Zheng
Shengjie Qiu
Chengming Shi
Qianli Ma
KELMCLL
325
73
0
10 Jun 2024
Cross-sensor self-supervised training and alignment for remote sensing
Cross-sensor self-supervised training and alignment for remote sensingIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024
V. Marsocci
Nicolas Audebert
362
5
0
16 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey
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
CLLKELMLRM
425
199
0
25 Apr 2024
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMsIEEE International Joint Conference on Neural Network (IJCNN), 2024
Xiaobin Zhang
Liangjun Zang
Qianwen Liu
Shuchong Wei
Songlin Hu
233
5
0
22 Mar 2024
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in
  Large Language Models
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Zheng Chu
Jingchang Chen
Qianglong Chen
Weijiang Yu
Haotian Wang
Ming Liu
Bing Qin
LRMELM
438
32
0
29 Nov 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over
  Time-Involved Document
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document
Zheng Chu
Zekun Wang
Jiafeng Liang
Ming Liu
Bing Qin
252
2
0
08 Nov 2023
Continual Learning Under Language Shift
Continual Learning Under Language ShiftInternational Conference on Text, Speech and Dialogue (TSD), 2023
Evangelia Gogoulou
Timothée Lesort
Magnus Boman
Joakim Nivre
KELMCLL
582
8
0
02 Nov 2023
COPR: Continual Learning Human Preference through Optimal Policy
  Regularization
COPR: Continual Learning Human Preference through Optimal Policy Regularization
Han Zhang
Lin Gui
Yuanzhao Zhai
Hui Wang
Yu Lei
Ruifeng Xu
CLL
472
0
0
24 Oct 2023
LEMON: Lossless model expansion
LEMON: Lossless model expansionInternational Conference on Learning Representations (ICLR), 2023
Yite Wang
Jiahao Su
Hanlin Lu
Cong Xie
Tianyi Liu
Jianbo Yuan
Yanghua Peng
Tian Ding
Hongxia Yang
236
23
0
12 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective
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
574
24
0
07 Oct 2023
Continual Pre-Training of Large Language Models: How to (re)warm your
  model?
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
455
144
0
08 Aug 2023
More than Classification: A Unified Framework for Event Temporal
  Relation Extraction
More than Classification: A Unified Framework for Event Temporal Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Quzhe Huang
Yutong Hu
Shengqi Zhu
Yansong Feng
Chang Liu
Dongyan Zhao
AI4TS
198
19
0
28 May 2023
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event
  Chains of Children's Fairy Tales
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy TalesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Paulina Toro Isaza
Guangxuan Xu
Akintoye Oloko
Yufang Hou
Nanyun Peng
Dakuo Wang
148
5
0
26 May 2023
QR-CLIP: Introducing Explicit Open-World Knowledge for Location and Time
  Reasoning
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
LRMVLM
318
0
0
02 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and
  Application
A Comprehensive Survey of Continual Learning: Theory, Method and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Liyuan Wang
Xingxing Zhang
Hang Su
Jun Zhu
KELMCLL
827
1,173
0
31 Jan 2023
Test of Time: Instilling Video-Language Models with a Sense of Time
Test of Time: Instilling Video-Language Models with a Sense of TimeComputer Vision and Pattern Recognition (CVPR), 2023
Piyush Bagad
Makarand Tapaswi
Cees G. M. Snoek
503
51
0
05 Jan 2023
Controllable Text Generation for Open-Domain Creativity and Fairness
Controllable Text Generation for Open-Domain Creativity and FairnessInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Nanyun Peng
224
8
0
24 Sep 2022
NECE: Narrative Event Chain Extraction Toolkit
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
382
5
0
17 Aug 2022
Learning Action Conditions from Instructional Manuals for Instruction
  Understanding
Learning Action Conditions from Instructional Manuals for Instruction UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Te-Lin Wu
Caiqi Zhang
Qingyuan Hu
Alexander Spangher
Nanyun Peng
392
7
0
25 May 2022
Continual Pre-Training Mitigates Forgetting in Language and Vision
Continual Pre-Training Mitigates Forgetting in Language and VisionNeural Networks (NN), 2022
Andrea Cossu
Tinne Tuytelaars
Antonio Carta
Lucia C. Passaro
Vincenzo Lomonaco
D. Bacciu
KELMVLMCLL
251
100
0
19 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal
  Prompts
Go Back in Time: Generating Flashbacks in Stories with Event Temporal PromptsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Rujun Han
Hong Chen
Yufei Tian
Nanyun Peng
165
21
0
04 May 2022
Improving Time Sensitivity for Question Answering over Temporal
  Knowledge Graphs
Improving Time Sensitivity for Question Answering over Temporal Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Chao Shang
Guangtao Wang
Peng Qi
Jing Huang
185
55
0
01 Mar 2022
SimCLAD: A Simple Framework for Contrastive Learning of Acronym
  Disambiguation
SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation
Bin Li
Fei Xia
Yixuan Weng
Xiusheng Huang
Bin Sun
340
4
0
29 Nov 2021
Extracting Temporal Event Relation with Syntax-guided Graph Transformer
Extracting Temporal Event Relation with Syntax-guided Graph Transformer
Shuaicheng Zhang
Lifu Huang
Qiang Ning
268
30
0
19 Apr 2021
1
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