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Exploring Distantly-Labeled Rationales in Neural Network Models


Jun 03, 2021
Quzhe Huang, Shengqi Zhu, Yansong Feng, Dongyan Zhao

* ACL 2021 

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Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction


Jun 03, 2021
Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao

* ACL 2021 

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Why Machine Reading Comprehension Models Learn Shortcuts?


Jun 02, 2021
Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang, Dongyan Zhao

* 13 pages, 8 figures, ACL 2021 (findings) 

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Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis


Apr 21, 2021
Xiao Liu, Da Yin, Yansong Feng, Yuting Wu, Dongyan Zhao

* Accepted by NAACL 2021. Code is available at https://github.com/xxxiaol/GCI 

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Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models


Apr 15, 2021
Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang, Dongyan Zhao

* Accepted at NAACL 2021, 16 pages 

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Latent Template Induction with Gumbel-CRFs


Nov 29, 2020
Yao Fu, Chuanqi Tan, Bin Bi, Mosha Chen, Yansong Feng, Alexander M. Rush

* NeurIPS 2020 camera ready 

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Exploring Question-Specific Rewards for Generating Deep Questions


Nov 02, 2020
Yuxi Xie, Liangming Pan, Dongzhe Wang, Min-Yen Kan, Yansong Feng

* COLING 2020 (long paper) 

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Domain Adaptation for Semantic Parsing


Jun 23, 2020
Zechang Li, Yuxuan Lai, Yansong Feng, Dongyan Zhao

* Accepted by IJCAI2020 

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Neighborhood Matching Network for Entity Alignment


May 12, 2020
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

* 11 pages, accepted by ACL 2020 

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Semantic Graphs for Generating Deep Questions


Apr 27, 2020
Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan

* ACL 2020 (long paper) 

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Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment


Jan 23, 2020
Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu

* in AAAI 2020 

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Paraphrase Generation with Latent Bag of Words


Jan 07, 2020
Yao Fu, Yansong Feng, John P. Cunningham

* NeurIPS 19 camera ready 

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Integrating Relation Constraints with Neural Relation Extractors


Nov 26, 2019
Yuan Ye, Yansong Feng, Bingfeng Luo, Yuxuan Lai, Dongyan Zhao

* Accepted to AAAI-2020 

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Jointly Learning Entity and Relation Representations for Entity Alignment


Sep 20, 2019
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

* to appear in EMNLP 2019 

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A Sketch-Based System for Semantic Parsing


Sep 12, 2019
Zechang Li, Yuxuan Lai, Yuxi Xie, Yansong Feng, Dongyan Zhao

* Accepted by NLPCC 2019 

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Generating Classical Chinese Poems from Vernacular Chinese


Aug 31, 2019
Zhichao Yang, Pengshan Cai, Yansong Feng, Fei Li, Weijiang Feng, Elena Suet-Ying Chiu, Hong Yu

* Published in EMNLP 2019 

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Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs


Aug 22, 2019
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Rui Yan, Dongyan Zhao

* Accepted by IJCAI 2019 

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Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems


Jun 11, 2019
Jiazhan Feng, Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan

* ACL 2019 

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Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network


May 28, 2019
Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu

* ACL 2019 

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Lattice CNNs for Matching Based Chinese Question Answering


Feb 25, 2019
Yuxuan Lai, Yansong Feng, Xiaohan Yu, Zheng Wang, Kun Xu, Dongyan Zhao

* AAAI 2019, code: https://github.com/Erutan-pku/LCN-for-Chinese-QA 

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Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach


Nov 09, 2018
Liwei Chen, Yansong Feng, Songfang Huang, Bingfeng Luo, Dongyan Zhao

* https://doi.org/10.1016/j.artint.2018.08.004 
* to appear in Artificial Intelligence 

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To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference


Oct 21, 2018
Qing Qin, Jie Ren, Jialong Yu, Ling Gao, Hai Wang, Jie Zheng, Yansong Feng, Jianbin Fang, Zheng Wang

* 8 pages, To appear in ISPA 2018 

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Overview of CAIL2018: Legal Judgment Prediction Competition


Oct 13, 2018
Haoxi Zhong, Chaojun Xiao, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

* 6 pages, 1 table 

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Improving Matching Models with Contextualized Word Representations for Multi-turn Response Selection in Retrieval-based Chatbots


Aug 22, 2018
Chongyang Tao, Wei Wu, Can Xu, Yansong Feng, Dongyan Zhao, Rui Yan

* 10 pages, 1 figure 

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CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction


Jul 04, 2018
Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

* 4 pages, 2 tables 

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Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks


May 25, 2018
Kun Xu, Lingfei Wu, Zhiguo Wang, Yansong Feng, Michael Witbrock, Vadim Sheinin

* 16 pages, 3 figures, 4 tables 

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Marrying up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding


May 15, 2018
Bingfeng Luo, Yansong Feng, Zheng Wang, Songfang Huang, Rui Yan, Dongyan Zhao

* 11 Pages, 2 Figures, Accepted by ACL 2018 

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Scale Up Event Extraction Learning via Automatic Training Data Generation


Dec 11, 2017
Ying Zeng, Yansong Feng, Rong Ma, Zheng Wang, Rui Yan, Chongde Shi, Dongyan Zhao

* 8 pages, accepted by AAAI 2018 

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