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Hybrid Multimodal Feature Extraction, Mining and Fusion for Sentiment Analysis


Aug 05, 2022
Jia Li , Ziyang Zhang , Junjie Lang , Yueqi Jiang , Liuwei An , Peng Zou , Yangyang Xu , Sheng Gao , Jie Lin , Chunxiao Fan , Xiao Sun , Meng Wang

* 8 pages, 2 figures, to appear in MuSe 2022 (ACM MM2022 co-located workshop) 

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Analytical Composition of Differential Privacy via the Edgeworth Accountant


Jun 09, 2022
Hua Wang , Sheng Gao , Huanyu Zhang , Milan Shen , Weijie J. Su


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Sparse GCA and Thresholded Gradient Descent


Jul 01, 2021
Sheng Gao , Zongming Ma


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LiteGEM: Lite Geometry Enhanced Molecular Representation Learning for Quantum Property Prediction


Jun 28, 2021
Shanzhuo Zhang , Lihang Liu , Sheng Gao , Donglong He , Xiaomin Fang , Weibin Li , Zhengjie Huang , Weiyue Su , Wenjin Wang


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A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech


Jun 07, 2021
Jingxuan Yang , Kerui Xu , Jun Xu , Si Li , Sheng Gao , Jun Guo , Nianwen Xue , Ji-Rong Wen

* Accepted by ACL2021 

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Noisy-Labeled NER with Confidence Estimation


Apr 12, 2021
Kun Liu , Yao Fu , Chuanqi Tan , Mosha Chen , Ningyu Zhang , Songfang Huang , Sheng Gao

* NAACL 2021 Camera Ready 

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Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields


Oct 07, 2020
Jingxuan Yang , Kerui Xu , Jun Xu , Si Li , Sheng Gao , Jun Guo , Ji-Rong Wen , Nianwen Xue

* Accept as EMNLP-findings 2020 

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Recovering Dropped Pronouns in Chinese Conversations via Modeling Their Referents


May 17, 2019
Jingxuan Yang , Jianzhuo Tong , Si Li , Sheng Gao , Jun Guo , Nianwen Xue

* accepted by NAACL 2019 

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Pre-training of Context-aware Item Representation for Next Basket Recommendation


Apr 14, 2019
Jingxuan Yang , Jun Xu , Jianzhuo Tong , Sheng Gao , Jun Guo , Jirong Wen


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From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information


Oct 10, 2018
Hengru Xu , Shen Li , Renfen Hu , Si Li , Sheng Gao


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