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Bing Liu

Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, China

Continual Learning in Task-Oriented Dialogue Systems

Dec 31, 2020
Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Zhiguang Wang

* 9 pages 
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A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data

Dec 09, 2020
Bing Liu, Yu Tang, Yuxiong Ji, Yu Shen, Yuchuan Du


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Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction

Nov 25, 2020
Anzhu Yu, Wenyue Guo, Bing Liu, Xin Chen, Xin Wang, Xuefeng Cao, Bingchuan Jiang


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Lifelong Knowledge Learning in Rule-based Dialogue Systems

Nov 19, 2020
Bing Liu, Chuhe Mei


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MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images

Nov 16, 2020
Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone


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Understanding Pre-trained BERT for Aspect-based Sentiment Analysis

Oct 31, 2020
Hu Xu, Lei Shu, Philip S. Yu, Bing Liu

* COLING 2020 
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NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions

Oct 24, 2020
Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu


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Adding Chit-Chats to Enhance Task-Oriented Dialogues

Oct 24, 2020
Kai Sun, Seungwhan Moon, Paul Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie


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A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining

Oct 11, 2020
Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu

* Accepted to Proceedings of EMNLP 2020 (Findings) 
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Controllable Text Generation with Focused Variation

Sep 25, 2020
Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gokhan Tur, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino


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Text Classification with Novelty Detection

Sep 23, 2020
Qi Qin, Wenpeng Hu, Bing Liu


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Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job

Sep 22, 2020
Bing Liu, Sahisnu Mazumder


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Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification

Sep 01, 2020
Bing Liu, Anzhu Yu, Pengqiang Zhang, Lei Ding, Wenyue Guo, Kuiliang Gao, Xibing Zuo


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User Memory Reasoning for Conversational Recommendation

May 30, 2020
Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu


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Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon

Apr 29, 2020
Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu


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DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis

Apr 28, 2020
Hu Xu, Bing Liu, Lei Shu, Philip S. Yu


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Transformation of Dense and Sparse Text Representations

Nov 07, 2019
Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Haiqing Chen, Dongyan Zhao, Jinwen Ma, Rui Yan


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A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution

Nov 04, 2019
Hu Xu, Bing Liu, Lei Shu, Philip S. Yu


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Building an Application Independent Natural Language Interface

Oct 30, 2019
Sahisnu Mazumder, Bing Liu, Shuai Wang, Sepideh Esmaeilpour


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Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models

Oct 29, 2019
Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James Glass, Fuchun Peng


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Learning with Noisy Labels for Sentence-level Sentiment Classification

Aug 31, 2019
Hao Wang, Bing Liu, Chaozhuo Li, Yan Yang, Tianrui Li

* to appear in EMNLP-IJCNLP 2019 
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Modeling Multi-Action Policy for Task-Oriented Dialogues

Aug 30, 2019
Lei Shu, Hu Xu, Bing Liu, Piero Molino

* 7 
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Flexibly-Structured Model for Task-Oriented Dialogues

Aug 06, 2019
Lei Shu, Piero Molino, Mahdi Namazifar, Hu Xu, Bing Liu, Huaixiu Zheng, Gokhan Tur


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Lifelong and Interactive Learning of Factual Knowledge in Dialogues

Jul 31, 2019
Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma

* Accepted in SIGDIAL 2019 
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Forward and Backward Knowledge Transfer for Sentiment Classification

Jun 08, 2019
Hao Wang, Bing Liu, Shuai Wang, Nianzu Ma, Yan Yang


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DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

Jun 05, 2019
Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang

* Accepted to ACL 2019 
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Spectral Perturbation Meets Incomplete Multi-view Data

May 31, 2019
Hao Wang, Linlin Zong, Bing Liu, Yan Yang, Wei Zhou

* to appear in IJCAI 2019 
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