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GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects

Oct 22, 2020
Quan Liu, Isabella M. Gaeta, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo


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Program Enhanced Fact Verification with Verbalization and Graph Attention Network

Oct 14, 2020
Xiaoyu Yang, Feng Nie, Yufei Feng, Quan Liu, Zhigang Chen, Xiaodan Zhu

* 16 pages (EMNLP 2019) 

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Faster Mean-shift: GPU-accelerated Embedding-clustering for Cell Segmentation and Tracking

Jul 28, 2020
Mengyang Zhao, Aadarsh Jha, Quan Liu, Bryan A. Millis, Anita Mahadevan-Jansen, Le Lu, Bennett A. Landman, Matthew J. Tyskac, Yuankai Huo


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Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots

Apr 30, 2020
Jia-Chen Gu, Zhen-Hua Ling, Quan Liu, Si Wei, Xiaodan Zhu


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DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement

Apr 08, 2020
Tianda Li, Jia-Chen Gu, Xiaodan Zhu, Quan Liu, Zhen-Hua Ling, Zhiming Su, Si Wei


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Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots

Apr 07, 2020
Jia-Chen Gu, Tianda Li, Quan Liu, Xiaodan Zhu, Zhen-Hua Ling, Zhiming Su, Si Wei

* arXiv admin note: text overlap with arXiv:1901.01824, arXiv:2004.01940 

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Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems

Apr 04, 2020
Jia-Chen Gu, Tianda Li, Quan Liu, Xiaodan Zhu, Zhen-Hua Ling, Yu-Ping Ruan

* Accepted by AAAI 2020, Workshop on DSTC8 

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Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking

Feb 01, 2020
Yu-Ping Ruan, Zhen-Hua Ling, Jia-Chen Gu, Quan Liu

* Present on the DSTC8 Workshop @ AAAI-2020 

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Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots

Nov 16, 2019
Jia-Chen Gu, Zhen-Hua Ling, Quan Liu

* Accepted by IEEE/ACM Transactions on Audio, Speech and Language Processing. arXiv admin note: substantial text overlap with arXiv:1901.01824 

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Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots

Sep 07, 2019
Jia-Chen Gu, Zhen-Hua Ling, Xiaodan Zhu, Quan Liu

* Accepted by EMNLP 2019 

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Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference

Apr 27, 2019
Tianda Li, Xiaodan Zhu, Quan Liu, Qian Chen, Zhigang Chen, Si Wei


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Condition-Transforming Variational AutoEncoder for Conversation Response Generation

Apr 24, 2019
Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Nitin Indurkhya

* ICASSP 2019, oral 

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Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge

Apr 22, 2019
Yu-Ping Ruan, Xiaodan Zhu, Zhen-Hua Ling, Zhan Shi, Quan Liu, Si Wei

* 7 pages 

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Promoting Diversity for End-to-End Conversation Response Generation

Jan 30, 2019
Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Jia-Chen Gu, Xiaodan Zhu

* To be present on AAAI19 Workshop---Dialog System Technology Challenges 7 (DSTC7) 

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Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots

Jan 07, 2019
Jia-Chen Gu, Zhen-Hua Ling, Quan Liu

* 10 pages, 2 figures, 5 tables 

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The USTC-NEL Speech Translation system at IWSLT 2018

Dec 06, 2018
Dan Liu, Junhua Liu, Wu Guo, Shifu Xiong, Zhiqiang Ma, Rui Song, Chongliang Wu, Quan Liu

* 5 pages, 8 tabels 

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Building Sequential Inference Models for End-to-End Response Selection

Dec 03, 2018
Jia-Chen Gu, Zhen-Hua Ling, Yu-Ping Ruan, Quan Liu

* Accepted by AAAI 2019, Workshop on DSTC7 

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Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge

Dec 22, 2016
Quan Liu, Hui Jiang, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu

* Winograd Schema Challenge, Pronoun Disambiguation Problems, Neural Embedding Methods, Commonsense Knowledge 

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Probabilistic Reasoning via Deep Learning: Neural Association Models

Aug 03, 2016
Quan Liu, Hui Jiang, Andrew Evdokimov, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu

* Probabilistic reasoning, Winograd Schema Challenge, Deep learning, Neural Networks, Distributed Representation 

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Part-of-Speech Relevance Weights for Learning Word Embeddings

Mar 24, 2016
Quan Liu, Zhen-Hua Ling, Hui Jiang, Yu Hu

* Word embeddings 

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Integrate Document Ranking Information into Confidence Measure Calculation for Spoken Term Detection

Sep 10, 2015
Quan Liu, Wu Guo, Zhen-Hua Ling

* 4 pages 

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On Optimality of Greedy Policy for a Class of Standard Reward Function of Restless Multi-armed Bandit Problem

Apr 28, 2011
Quan Liu, Kehao Wang, Lin Chen


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