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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"

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Title
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 115 9 0 07 Oct 2023
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Yichao Zhou Yu Yan Rujun Han J. H. Caufield Kai-Wei Chang Yizhou Sun Peipei Ping Wei Wang NAI 111 43 0 16 Dec 2020
Pre-training Text-to-Text Transformers for Concept-centric Common Sense Wangchunshu Zhou Dong-Ho Lee Ravi Kiran Selvam Seyeon Lee Bill Yuchen Lin Xiang Ren LRM VLM 55 72 0 24 Oct 2020
Effective Distant Supervision for Temporal Relation Extraction Xinyu Zhao Shih-Ting Lin Greg Durrett 94 22 0 24 Oct 2020
Joint Constrained Learning for Event-Event Relation Extraction Haoyu Wang Muhao Chen Hongming Zhang Dan Roth NAI 52 121 0 13 Oct 2020
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction Rujun Han Yichao Zhou Nanyun Peng NAI BDL 43 40 0 15 Sep 2020
Adversarial Training for Commonsense Inference L. Pereira Xiaodong Liu Fei Cheng Masayuki Asahara Ichiro Kobayashi AAML 34 31 0 17 May 2020
Temporal Common Sense Acquisition with Minimal Supervision Ben Zhou Qiang Ning Daniel Khashabi Dan Roth 51 92 0 08 May 2020
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data Woojeong Jin Rahul Khanna Suji Kim Dong-Ho Lee Fred Morstatter Aram Galstyan Xiang Ren AI4TS 33 39 0 02 May 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions Qiang Ning Hao Wu Rujun Han Nanyun Peng Matt Gardner Dan Roth 67 110 0 01 May 2020
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection Siddhant Garg Thuy Vu Alessandro Moschitti 81 215 0 11 Nov 2019
Deep Structured Neural Network for Event Temporal Relation Extraction Rujun Han I-Hung Hsu Mu Yang Aram Galstyan R. Weischedel Nanyun Peng AI4TS NAI 38 62 0 22 Sep 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding Ben Zhou Daniel Khashabi Qiang Ning Dan Roth AIMat 98 200 0 06 Sep 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction Rujun Han Qiang Ning Nanyun Peng NAI AI4TS 66 124 0 02 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 674 24,528 0 26 Jul 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 138 1,476 0 15 May 2019
Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding Rujun Han Mengyue Liang Bashar Alhafni Nanyun Peng AI4TS NAI 40 21 0 26 Apr 2019
Plan-And-Write: Towards Better Automatic Storytelling Lili Yao Nanyun Peng R. Weischedel Kevin Knight Dongyan Zhao Rui Yan 87 412 0 14 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
A Multi-Axis Annotation Scheme for Event Temporal Relations Qiang Ning Hao Wu Dan Roth 52 172 0 20 Apr 2018