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CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network

May 23, 2020
Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun

* Accepted to SIGIR 2020 

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MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization

May 23, 2020
Canwen Xu, Jiaxin Pei, Hongtao Wu, Yiyu Liu, Chenliang Li

* Accepted as a long paper at ACL 2020 

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PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation

Apr 14, 2020
Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang

* arXiv admin note: text overlap with arXiv:1910.10683, arXiv:1910.13461 by other authors 

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CASE: Context-Aware Semantic Expansion

Dec 31, 2019
Jialong Han, Aixin Sun, Haisong Zhang, Chenliang Li, Shuming Shi

* Accepted by AAAI 2020 

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Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders

Nov 10, 2019
Yu Duan, Jiaxin Pei, Canwen Xu, Chenliang Li


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Incorporating External Knowledge into Machine Reading for Generative Question Answering

Sep 06, 2019
Bin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan Xia, Chenliang Li

* Accepted at EMNLP 2019 

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Exploiting Multiple Embeddings for Chinese Named Entity Recognition

Aug 28, 2019
Canwen Xu, Feiyang Wang, Jialong Han, Chenliang Li

* accepted at CIKM 2019 

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Obj-GloVe: Scene-Based Contextual Object Embedding

Jul 02, 2019
Canwen Xu, Zhenzhong Chen, Chenliang Li

* 14 pages; not the final version 

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Targeted Sentiment Analysis: A Data-Driven Categorization

May 09, 2019
Jiaxin Pei, Aixin Sun, Chenliang Li

* Draft 

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Review-Driven Answer Generation for Product-Related Questions in E-Commerce

Apr 27, 2019
Shiqian Chen, Chenliang Li, Feng Ji, Wei Zhou, Haiqing Chen

* WSDM 2019 

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DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets

Jan 24, 2019
Canwen Xu, Jing Li, Xiangyang Luo, Jiaxin Pei, Chenliang Li, Donghong Ji

* 7 pages, 4 figures, accepted by The Web Conf (WWW) 2019; minor footnote update 

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A Survey on Deep Learning for Named Entity Recognition

Dec 22, 2018
Jing Li, Aixin Sun, Jianglei Han, Chenliang Li

* 20 pages, 15 figures 

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Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding

Nov 04, 2018
Peifeng Wang, Jialong Han, Chenliang Li, Rong Pan

* Accepted by AAAI 2019 

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Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All

Jul 16, 2018
Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li


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Multi-label Dataless Text Classification with Topic Modeling

Nov 05, 2017
Daochen Zha, Chenliang Li


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