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Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts

Nov 10, 2020
Hanmeng Liu, Leyang Cui, Jian Liu, Yue Zhang


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Layer-Wise Multi-View Learning for Neural Machine Translation

Nov 03, 2020
Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu

* COLING 2020 

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A Lane-Changing Prediction Method Based on Temporal Convolution Network

Nov 01, 2020
Yue Zhang, Yajie Zou, Jinjun Tang, Jian Liang


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Coarse-to-Fine Pre-training for Named Entity Recognition

Oct 16, 2020
Mengge Xue, Bowen Yu, Zhenyu Zhang, Tingwen Liu, Yue Zhang, Bin Wang


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Does Chinese BERT Encode Word Structure?

Oct 15, 2020
Yile Wang, Leyang Cui, Yue Zhang

* Accepted by COLING2020 

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What Have We Achieved on Text Summarization?

Oct 09, 2020
Dandan Huang, Leyang Cui, Sen Yang, Guangsheng Bao, Kun Wang, Jun Xie, Yue Zhang

* Accepted by EMNLP 2020 

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Online Back-Parsing for AMR-to-Text Generation

Oct 09, 2020
Xuefeng Bai, Linfeng Song, Yue Zhang

* To appear in EMNLP2020 main conference 

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Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset

Aug 20, 2020
Huili Chen, Yue Zhang, Felix Weninger, Rosalind Picard, Cynthia Breazeal, Hae Won Park

* Accepted by the 2020 International Conference on Multimodal Interaction (ICMI'20) 

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Commonsense Knowledge Graph Reasoning by Selection or Generation? Why?

Aug 13, 2020
Cunxiang Wang, Jinhang Wu, Luxin Liu, Yue Zhang


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Dialogue State Induction Using Neural Latent Variable Models

Aug 13, 2020
Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

* IJCAI 2020 

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Does BERT Solve Commonsense Task via Commonsense Knowledge?

Aug 10, 2020
Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang


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openXDATA: A Tool for Multi-Target Data Generation and Missing Label Completion

Jul 27, 2020
Felix Weninger, Yue Zhang, Rosalind W. Picard


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LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning

Jul 16, 2020
Jian Liu, Leyang Cui, Hanmeng Liu, Dandan Huang, Yile Wang, Yue Zhang

* Accepted by IJCAI2020 

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Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset

Jul 14, 2020
Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin

* arXiv admin note: text overlap with arXiv:2004.05125 

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CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP

Jul 13, 2020
Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che

* Accepted at IJCAI2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved. http://static.ijcai.org/2020-accepted_papers.html 

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Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences

Jul 06, 2020
Xiangyu Duan, Baijun Ji, Hao Jia, Min Tan, Min Zhang, Boxing Chen, Weihua Luo, Yue Zhang

* Accepted by ACL2020 

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SemEval-2020 Task 4: Commonsense Validation and Explanation

Jul 01, 2020
Cunxiang Wang, Shuailong Liang, Yili Jin, Yilong Wang, Xiaodan Zhu, Yue Zhang

* Task description paper of SemEval-2020 Task 4: Commonsense Validation and Explanation 

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RelEx: A Model-Agnostic Relational Model Explainer

May 30, 2020
Yue Zhang, David Defazio, Arti Ramesh


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DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks

May 16, 2020
Hongwei Huang, Weiqi Luo, Guoqiang Zeng, Jian Weng, Yue Zhang, Anjia Yang

* The article contains 14 pages and 9 figures, and is submitted to IEEE Transactions on Dependable and Secure Computing (TDSC) 

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DRTS Parsing with Structure-Aware Encoding and Decoding

May 14, 2020
Qiankun Fu, Yue Zhang, Jiangming Liu, Meishan Zhang

* ACL2020 

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Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach

May 12, 2020
Wenyu Du, Zhouhan Lin, Yikang Shen, Timothy J. O'Donnell, Yoshua Bengio, Yue Zhang

* ACL20 

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Multiscale Collaborative Deep Models for Neural Machine Translation

May 11, 2020
Xiangpeng Wei, Heng Yu, Yue Hu, Yue Zhang, Rongxiang Weng, Weihua Luo

* ACL 2020 

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Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization

Apr 30, 2020
Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che, Yangming Li, Ting Liu


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Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog

Apr 29, 2020
Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu

* ACL2020 

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MuTual: A Dataset for Multi-Turn Dialogue Reasoning

Apr 09, 2020
Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang, Ming Zhou

* ACL 2020 

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News-Driven Stock Prediction With Attention-Based Noisy Recurrent State Transition

Apr 04, 2020
Xiao Liu, Heyan Huang, Yue Zhang, Changsen Yuan

* 12 pages 

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Exploiting Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network

Feb 22, 2020
Xuefeng Bai, Pengbo Liu, Yue Zhang


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