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ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning

Apr 16, 2021
Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth, Nanyun Pen

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Modeling Context in Answer Sentence Selection Systems on a Latency Budget

Feb 03, 2021
Rujun Han, Luca Soldaini, Alessandro Moschitti

* Accepted as a short paper at EACL 2021 

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EventPlus: A Temporal Event Understanding Pipeline

Jan 13, 2021
Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng

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DEER: A Data Efficient Language Model for Event Temporal Reasoning

Dec 30, 2020
Rujun Han, Xiang Ren, Nanyun Peng

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Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference

Dec 16, 2020
Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang

* 10 pages, 4 figures, 7 tables, accepted by AAAI 2021 

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Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction

Oct 06, 2020
Rujun Han, Yichao Zhou, Nanyun Peng

* Appear in EMNLP'20 

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TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

May 01, 2020
Qiang Ning, Hao Wu, Rujun Han, Nanyun Peng, Matt Gardner, Dan Roth

* 15 pages (incl. 4 pages in the appendix) 

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Deep Structured Neural Network for Event Temporal Relation Extraction

Sep 24, 2019
Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph Weischedel, Nanyun Peng

* This paper will be published in CoNLL 2019 

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Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction

Sep 02, 2019
Rujun Han, Qiang Ning, Nanyun Peng

* This paper will be published in EMNLP 2019 

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Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding

Apr 26, 2019
Rujun Han, Mengyue Liang, Bashar Alhafni, Nanyun Peng

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