Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox
Picture for Bing Liu

Bing Liu

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

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking


May 10, 2021
Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba

Figure 1 for Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking
Figure 2 for Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking
Figure 3 for Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking
Figure 4 for Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking
* NAACL 2021 
  Access Paper or Ask Questions

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

Figure 1 for Continual Learning in Task-Oriented Dialogue Systems
Figure 2 for Continual Learning in Task-Oriented Dialogue Systems
Figure 3 for Continual Learning in Task-Oriented Dialogue Systems
Figure 4 for Continual Learning in Task-Oriented Dialogue Systems
* 9 pages 
  Access Paper or Ask Questions

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

Figure 1 for A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data
Figure 2 for A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data
Figure 3 for A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data
Figure 4 for A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data

  Access Paper or Ask Questions

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

Figure 1 for Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction
Figure 2 for Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction
Figure 3 for Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction
Figure 4 for Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction

  Access Paper or Ask Questions

Lifelong Knowledge Learning in Rule-based Dialogue Systems


Nov 19, 2020
Bing Liu, Chuhe Mei


  Access Paper or Ask Questions

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

Figure 1 for MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images
Figure 2 for MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images
Figure 3 for MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images
Figure 4 for MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images

  Access Paper or Ask Questions

Understanding Pre-trained BERT for Aspect-based Sentiment Analysis


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

Figure 1 for Understanding Pre-trained BERT for Aspect-based Sentiment Analysis
Figure 2 for Understanding Pre-trained BERT for Aspect-based Sentiment Analysis
Figure 3 for Understanding Pre-trained BERT for Aspect-based Sentiment Analysis
Figure 4 for Understanding Pre-trained BERT for Aspect-based Sentiment Analysis
* COLING 2020 
  Access Paper or Ask Questions

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

Figure 1 for NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
Figure 2 for NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
Figure 3 for NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
Figure 4 for NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions

  Access Paper or Ask Questions

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

Figure 1 for Adding Chit-Chats to Enhance Task-Oriented Dialogues
Figure 2 for Adding Chit-Chats to Enhance Task-Oriented Dialogues
Figure 3 for Adding Chit-Chats to Enhance Task-Oriented Dialogues
Figure 4 for Adding Chit-Chats to Enhance Task-Oriented Dialogues

  Access Paper or Ask Questions

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


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

Figure 1 for A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining
Figure 2 for A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining
Figure 3 for A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining
Figure 4 for A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining
* Accepted to Proceedings of EMNLP 2020 (Findings) 
  Access Paper or Ask Questions

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

Figure 1 for Controllable Text Generation with Focused Variation
Figure 2 for Controllable Text Generation with Focused Variation
Figure 3 for Controllable Text Generation with Focused Variation
Figure 4 for Controllable Text Generation with Focused Variation

  Access Paper or Ask Questions

Text Classification with Novelty Detection


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

Figure 1 for Text Classification with Novelty Detection
Figure 2 for Text Classification with Novelty Detection

  Access Paper or Ask Questions

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


Sep 22, 2020
Bing Liu, Sahisnu Mazumder


  Access Paper or Ask Questions

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

Figure 1 for Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification
Figure 2 for Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification
Figure 3 for Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification
Figure 4 for Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification

  Access Paper or Ask Questions

User Memory Reasoning for Conversational Recommendation


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

Figure 1 for User Memory Reasoning for Conversational Recommendation
Figure 2 for User Memory Reasoning for Conversational Recommendation
Figure 3 for User Memory Reasoning for Conversational Recommendation
Figure 4 for User Memory Reasoning for Conversational Recommendation

  Access Paper or Ask Questions

Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon


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

Figure 1 for Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon
Figure 2 for Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon
Figure 3 for Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon
Figure 4 for Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon

  Access Paper or Ask Questions

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


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

Figure 1 for DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
Figure 2 for DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
Figure 3 for DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
Figure 4 for DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis

  Access Paper or Ask Questions

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

Figure 1 for Transformation of Dense and Sparse Text Representations
Figure 2 for Transformation of Dense and Sparse Text Representations
Figure 3 for Transformation of Dense and Sparse Text Representations
Figure 4 for Transformation of Dense and Sparse Text Representations

  Access Paper or Ask Questions

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


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

Figure 1 for A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution
Figure 2 for A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution
Figure 3 for A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution
Figure 4 for A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution

  Access Paper or Ask Questions

Building an Application Independent Natural Language Interface


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

Figure 1 for Building an Application Independent Natural Language Interface
Figure 2 for Building an Application Independent Natural Language Interface
Figure 3 for Building an Application Independent Natural Language Interface
Figure 4 for Building an Application Independent Natural Language Interface

  Access Paper or Ask Questions

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

Figure 1 for Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models
Figure 2 for Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models
Figure 3 for Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models
Figure 4 for Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models

  Access Paper or Ask Questions

Learning with Noisy Labels for Sentence-level Sentiment Classification


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

Figure 1 for Learning with Noisy Labels for Sentence-level Sentiment Classification
Figure 2 for Learning with Noisy Labels for Sentence-level Sentiment Classification
Figure 3 for Learning with Noisy Labels for Sentence-level Sentiment Classification
Figure 4 for Learning with Noisy Labels for Sentence-level Sentiment Classification
* to appear in EMNLP-IJCNLP 2019 
  Access Paper or Ask Questions

Modeling Multi-Action Policy for Task-Oriented Dialogues


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

Figure 1 for Modeling Multi-Action Policy for Task-Oriented Dialogues
Figure 2 for Modeling Multi-Action Policy for Task-Oriented Dialogues
Figure 3 for Modeling Multi-Action Policy for Task-Oriented Dialogues
Figure 4 for Modeling Multi-Action Policy for Task-Oriented Dialogues
* 7 
  Access Paper or Ask Questions

Flexibly-Structured Model for Task-Oriented Dialogues


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

Figure 1 for Flexibly-Structured Model for Task-Oriented Dialogues
Figure 2 for Flexibly-Structured Model for Task-Oriented Dialogues
Figure 3 for Flexibly-Structured Model for Task-Oriented Dialogues
Figure 4 for Flexibly-Structured Model for Task-Oriented Dialogues

  Access Paper or Ask Questions

Lifelong and Interactive Learning of Factual Knowledge in Dialogues


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

Figure 1 for Lifelong and Interactive Learning of Factual Knowledge in Dialogues
Figure 2 for Lifelong and Interactive Learning of Factual Knowledge in Dialogues
Figure 3 for Lifelong and Interactive Learning of Factual Knowledge in Dialogues
Figure 4 for Lifelong and Interactive Learning of Factual Knowledge in Dialogues
* Accepted in SIGDIAL 2019 
  Access Paper or Ask Questions

Forward and Backward Knowledge Transfer for Sentiment Classification


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

Figure 1 for Forward and Backward Knowledge Transfer for Sentiment Classification
Figure 2 for Forward and Backward Knowledge Transfer for Sentiment Classification
Figure 3 for Forward and Backward Knowledge Transfer for Sentiment Classification
Figure 4 for Forward and Backward Knowledge Transfer for Sentiment Classification

  Access Paper or Ask Questions

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


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

Figure 1 for DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Figure 2 for DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Figure 3 for DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Figure 4 for DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
* Accepted to ACL 2019 
  Access Paper or Ask Questions