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Pre-trained Language Models in Biomedical Domain: A Systematic Survey

Oct 12, 2021
Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie fu

* 46 pages 

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Meta-Learning for Neural Relation Classification with Distant Supervision

Oct 26, 2020
Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li

* In Proceedings of CIKM, pp. 815-824. 2020 
* 10 pages, 7 figures; corrected one encoding error in CIKM pdf 

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A Multi-task Learning Framework for Opinion Triplet Extraction

Oct 04, 2020
Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang

* 10 pages, 4 figures, 3 tables. Accepted to EMNLP 2020 Findings. Repo: 

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Encoding word order in complex embeddings

Dec 27, 2019
Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen

* 15 pages, 3 figures, ICLR 2020 spotlight paper 

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CNM: An Interpretable Complex-valued Network for Matching

Apr 10, 2019
Qiuchi Li, Benyou Wang, Massimo Melucci

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Semantic Hilbert Space for Text Representation Learning

Feb 26, 2019
Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song

* accepted in WWW 2019 

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A Quantum Many-body Wave Function Inspired Language Modeling Approach

Sep 03, 2018
Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song

* The 27th ACM International Conference on Information and Knowledge Management, October 22--26, 2018, Torino, Italy 
* 10 pages,4 figures,CIKM 

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Quantum-inspired Complex Word Embedding

May 29, 2018
Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song

* This paper has been accepted by the 3rd Workshop on Representation Learning for NLP (RepL4NLP) 

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TextZoo, a New Benchmark for Reconsidering Text Classification

Mar 19, 2018
Benyou Wang, Li Wang, Qikang Wei, Lichun Liu

* a benchmark need to be completed 

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IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models

Feb 22, 2018
Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang

* 12 pages; appendix added 

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