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Exploring Extreme Parameter Compression for Pre-trained Language Models

Yuxin Ren , Benyou Wang , Lifeng Shang , Xin Jiang , Qun Liu

* Accepted at ICLR2022. Code available at 

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

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

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

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

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

Qiuchi Li , Benyou Wang , Massimo Melucci

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Semantic Hilbert Space for Text Representation Learning

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

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

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

Benyou Wang , Li Wang , Qikang Wei , Lichun Liu

* a benchmark need to be completed 

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