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A Multi-task Learning Framework for Opinion Triplet Extraction

Oct 04, 2020
Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang

* 10 pages, 4 figures, 3 tables. Accepted to EMNLP 2020 Findings. Repo: https://github.com/GeneZC/OTE-MTL 

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Redundancy of Hidden Layers in Deep Learning: An Information Perspective

Sep 19, 2020
Chenguang Zhang, Yuexian Hou, Dawei Song, Liangzhu Ge, Yaoshuai Yao


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End-to-end Emotion-Cause Pair Extraction via Learning to Link

Feb 25, 2020
Haolin Song, Chen Zhang, Qiuchi Li, Dawei Song

* 7 pages, 3 figures, 5 tables 

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Assessing the Memory Ability of Recurrent Neural Networks

Feb 18, 2020
Cheng Zhang, Qiuchi Li, Lingyu Hua, Dawei Song

* Accepted by ECAI 2020 

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Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks

Oct 13, 2019
Chen Zhang, Qiuchi Li, Dawei Song

* 11 pages, 4 figures, accepted to EMNLP 2019 

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Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network

Sep 23, 2019
Chen Zhang, Qiuchi Li, Dawei Song

* 4 pages, 2 figures, SIGIR 2019 (Short) 

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A Tensorized Transformer for Language Modeling

Aug 09, 2019
Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Dawei Song, Ming Zhou

* Submitted to NeurIPS 2019 

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ScenarioSA: A Large Scale Conversational Database for Interactive Sentiment Analysis

Jul 12, 2019
Yazhou Zhang, Lingling Song, Dawei Song, Peng Guo, Junwei Zhang, Peng Zhang


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Semantic Hilbert Space for Text Representation Learning

Feb 26, 2019
Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song

* accepted in WWW 2019 

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A Generalized Language Model in Tensor Space

Jan 31, 2019
Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su, Dawei Song


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A Quantum Many-body Wave Function Inspired Language Modeling Approach

Sep 03, 2018
Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song

* The 27th ACM International Conference on Information and Knowledge Management, October 22--26, 2018, Torino, Italy 
* 10 pages,4 figures,CIKM 

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Reconciling Irrational Human Behavior with AI based Decision Making: A Quantum Probabilistic Approach

Aug 14, 2018
Sagar Uprety, Dawei Song

* Published at the Workshop on AI and Computational Psychology at IJCAI-ECAI 2018 

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Quantum-inspired Complex Word Embedding

May 29, 2018
Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song

* This paper has been accepted by the 3rd Workshop on Representation Learning for NLP (RepL4NLP) 

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Search Personalization with Embeddings

Dec 12, 2016
Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis

* In Proceedings of the 39th European Conference on Information Retrieval, ECIR 2017, to appear 

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A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines

Feb 05, 2015
Xiaozhao Zhao, Yuexian Hou, Dawei Song, Wenjie Li

* 16pages. arXiv admin note: substantial text overlap with arXiv:1302.3931 

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Understanding Boltzmann Machine and Deep Learning via A Confident Information First Principle

Oct 09, 2013
Xiaozhao Zhao, Yuexian Hou, Qian Yu, Dawei Song, Wenjie Li


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On Tsallis Entropy Bias and Generalized Maximum Entropy Models

Apr 07, 2010
Yuexian Hou, Tingxu Yan, Peng Zhang, Dawei Song, Wenjie Li

* 29 pages 

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