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Multi-turn Response Selection using Dialogue Dependency Relations

Oct 04, 2020
Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang

* Accepted for publication as a long paper in EMNLP2020 

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Matching Questions and Answers in Dialogues from Online Forums

May 19, 2020
Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu

* Accepted at ECAI2020 

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MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data

Apr 26, 2020
Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu


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ST$^2$: Small-data Text Style Transfer via Multi-task Meta-Learning

Apr 24, 2020
Xiwen Chen, Kenny Q. Zhu

* 9 pages, 11 figures 

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Knowledge-Driven Distractor Generation for Cloze-style Multiple Choice Questions

Apr 21, 2020
Siyu Ren, Kenny Q. Zhu

* 11 pages, 4 figures, 6 tables 

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Unpack Local Model Interpretation for GBDT

Apr 03, 2020
Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu

* 12 pages, 5 figures 

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AliCoCo: Alibaba E-commerce Cognitive Concept Net

Mar 30, 2020
Xusheng Luo, Luxin Liu, Yonghua Yang, Le Bo, Yuanpeng Cao, Jinhang Wu, Qiang Li, Keping Yang, Kenny Q. Zhu

* 15 pages. Accepted by SIGMOD 2020 Industry Track 

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Adapted tree boosting for Transfer Learning

Feb 27, 2020
Wenjing Fang, Chaochao Chen, Bowen Song, Li Wang, Jun Zhou, Kenny Q. Zhu


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Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations

Oct 24, 2019
Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu

* Accepted at EMNLP 2019 

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Conceptualize and Infer User Needs in E-commerce

Oct 08, 2019
Xusheng Luo, Yonghua Yang, Kenny Q. Zhu, Yu Gong, Keping Yang

* 9 pages, 6 figures. Accepted by CIKM 2019 Applied Research Track 

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Exact-K Recommendation via Maximal Clique Optimization

May 17, 2019
Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu

* SIGKDD 2019 

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Automatic Generation of Chinese Short Product Titles for Mobile Display

Nov 05, 2018
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Wenwu Ou, Zhao Li, Lu Duan

* IAAI 2019 

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Automatic Generation of Text Descriptive Comments for Code Blocks

Aug 21, 2018
Yuding Liang, Kenny Q. Zhu

* aaai 2018 

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Automatic Extraction of Commonsense LocatedNear Knowledge

May 13, 2018
Frank F. Xu, Bill Yuchen Lin, Kenny Q. Zhu

* Accepted by ACL 2018. A preliminary version is presented on AKBC@NIPS'17 

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Deep Cascade Multi-task Learning for Slot Filling in Chinese E-commerce Shopping Guide Assistant

Apr 04, 2018
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Xi Chen, Wenwu Ou

* Under review 

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Representing Verbs as Argument Concepts

Mar 02, 2018
Yu Gong, Kaiqi Zhao, Kenny Q. Zhu

* 7 pages, 2 figures, AAAI 2016 

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LAGE: A Java Framework to reconstruct Gene Regulatory Networks from Large-Scale Continues Expression Data

Nov 09, 2012
Yang Lu, Mengying Wang, Kenny Q. Zhu, Bo Yuan

* 2 pages 

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