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Efficient Zero-shot Event Extraction with Context-Definition Alignment


Nov 13, 2022
Hongming Zhang, Wenlin Yao, Dong Yu

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* Accepted by EMNLP 2022 findings 

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Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models


Oct 28, 2022
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen

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C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References


Mar 22, 2022
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen

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* ACL 2022 Main Conference 

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Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension


Mar 19, 2022
Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen

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* Accepted at ACL 2022 

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Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories


Oct 27, 2021
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu

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* 11 pages. Accepted to the main conference of EMNLP 2021 (long paper) 

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Weakly-supervised Fine-grained Event Recognition on Social Media Texts for Disaster Management


Oct 04, 2020
Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi

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* In Proceedings of the AAAI 2020 (AI for Social Impact Track). Link: https://aaai.org/ojs/index.php/AAAI/article/view/5391 

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Temporal Event Knowledge Acquisition via Identifying Narratives


May 28, 2018
Wenlin Yao, Ruihong Huang

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* 11 pages, accepted by ACL 2018 

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Using Context Events in Neural Network Models for Event Temporal Status Identification


Oct 12, 2017
Zeyu Dai, Wenlin Yao, Ruihong Huang

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* Accepted by IJCNLP 2017 

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A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously


Jul 28, 2017
Wenlin Yao, Saipravallika Nettyam, Ruihong Huang

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* 10 pages, Recent Advances in Natural Language Processing (RANLP), 2017 

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