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Jun Huang
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains

Dec 02, 2020
Haojie Pan, Chengyu Wang, Minghui Qiu, Yichang Zhang, Yaliang Li, Jun Huang


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Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations

Nov 25, 2020
Haojie Pan, Cen Chen, Minghui Qiu, Liu Yang, Feng Ji, Jun Huang, Haiqing Chen


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EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications

Nov 23, 2020
Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Ang Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin

* 4 pages 
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INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices

Oct 28, 2020
Yiwu Yao, Yuchao Li, Chengyu Wang, Tianhang Yu, Houjiang Chen, Xiaotang Jiang, Jun Yang, Jun Huang, Wei Lin, Hui Shu, Chengfei Lv


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EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition

Sep 14, 2020
Chengyu Wang, Mengli Cheng, Xu Hu, Jun Huang


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One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information Extraction

Sep 09, 2020
Mengli Cheng, Minghui Qiu, Xing Shi, Jun Huang, Wei Lin

* ACMMM 2020 
 * 9 pages 
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Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources

Aug 24, 2020
Taolin Zhang, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He, Jun Huang


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Weakly Supervised Construction of ASR Systems with Massive Video Data

Aug 04, 2020
Mengli Cheng, Chengyu Wang, Xu Hu, Jun Huang, Xiaobo Wang


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A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification

Jul 31, 2020
Linchuan Xu, Jun Huang, Atsushi Nitanda, Ryo Asaoka, Kenji Yamanishi


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Incorporating Multiple Cluster Centers for Multi-Label Learning

Apr 17, 2020
Senlin Shu, Fengmao Lv, Lei Feng, Jun Huang, Shuo He, Jun He, Li Li

* 18 pages with 4 figures and 4 tables 
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Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining

Mar 29, 2020
Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He


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SwapText: Image Based Texts Transfer in Scenes

Mar 18, 2020
Qiangpeng Yang, Hongsheng Jin, Jun Huang, Wei Lin

* Accepted by CVPR 2020 
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KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification

Feb 25, 2020
Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He


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AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search

Jan 13, 2020
Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou


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Artificial Intelligence for Prosthetics - challenge solutions

Feb 07, 2019
Łukasz KidziΕ„ski, Carmichael Ong, Sharada Prasanna Mohanty, Jennifer Hicks, Sean F. Carroll, Bo Zhou, Hongsheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech JaΕ›kowski, Garrett Andersen, Odd Rune LykkebΓΈ, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias LjungstrΓΆm, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy Watson, Marcel SalathΓ©, Sergey Levine, Scott Delp


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Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching

Dec 30, 2018
Chen Qu, Feng Ji, Minghui Qiu, Liu Yang, Zhiyu Min, Haiqing Chen, Jun Huang, W. Bruce Croft

* Accepted to WSDM 2019 
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Review Helpfulness Prediction with Embedding-Gated CNN

Aug 29, 2018
Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Bao


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Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce

Jun 14, 2018
Minghui Qiu, Liu Yang, Feng Ji, Weipeng Zhao, Wei Zhou, Jun Huang, Haiqing Chen, W. Bruce Croft, Wei Lin

* ACL 2018 
 * 6 
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Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems

May 09, 2018
Liu Yang, Minghui Qiu, Chen Qu, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Jun Huang, Haiqing Chen

* Accepted by the 41th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, Michigan, U.S.A. July 8-12, 2018 (Full Oral Paper) 
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AliMe Assist: An Intelligent Assistant for Creating an Innovative E-commerce Experience

Jan 12, 2018
Feng-Lin Li, Minghui Qiu, Haiqing Chen, Xiongwei Wang, Xing Gao, Jun Huang, Juwei Ren, Zhongzhou Zhao, Weipeng Zhao, Lei Wang, Guwei Jin, Wei Chu


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Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce

Nov 23, 2017
Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen

* 9 
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