自然语言处理语义分析论文列表x

　自然语言处理语义分析论文列表 sentiment analysis 2018 • TargetAspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM [Paper] [Review] – Yukun Ma, Haiyun Peng, Erik Cambria, AAAI, 2018 • Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer [Paper] [Review] – Juncen Li, Robin Jia, He He, Percy Liang, NAACL-HLT, 2018 • Transformation Networks for Target-Oriented Sentiment Classification [Paper] [Review] – Xin Li, Lidong Bing, Wai Lam, Bei Shi, ACL 2018 2017 • Linguistically Regularized LSTM for Sentiment Classification [Paper] [Review] – Qiao Qian, Minlie Huang, Jinhao Lei, Xiaoyan Zhu, ACL, 2017 • Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization [Paper] [Review] – Ye Zhang, Matthew Lease, Byron C. Wallace, ACL, 2017 • Deep Pyramid Convolutional Neural Networks for Text Categorization [Paper] [Review] – Rie Johnson, Tong Zhang, ACL, 2017 • Recurrent Attention Network on Memory for Aspect Sentiment Analysis [Paper] [Review] – Peng Chen, Zhongqian Sun, Lidong Bing, Wei Yang, EMNLP, 2017 • Refining Word Embeddings for Sentiment Analysis [Paper] [Review] – Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang, EMNLP, 2017 • Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension [Paper] [Review] – Yichun Yin, Yangqiu Song, Ming Zhang, EMNLP, 2017 • Learning Generic Sentence Representations Using Convolutional Neural Networks [Paper] [Review]

　– Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He, Lawrence Carin, EMNLP, 2017 • Interactive Attention Networks for Aspect-Level Sentiment Classification [Paper] [Review] – Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, IJCAI, 2017 • Attention-Based LSTM for Target-Dependent Sentiment Classification [Paper] [Review] – Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen, AAAI, 2017 • Aspect-Based Sentiment Analysis Based on Multi-Attention CNN [Paper] [Review] – Liang Bin, Liu Quan, Xu Jin, Zhou Qian, Zhang Peng, Journal of Computer Research and Development, 2017 • Attention Modeling for Targeted Sentiment [Paper] [Review] – Jiangming Liu, Yue Zhang, EACL, 2017 • Lexicon Integrated CNN Models with Attention for Sentiment Analysis [Paper] [Review] – Bonggun Shin, Timothy Lee, Jinho D. Choi, WASSA, 2017 2016 • Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification [Paper] [Review] – Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuanjing Huang, EMNLP, 2016 • Context-Sensitive Lexicon Features for Neural Sentiment Analysis [Paper] [Review] – Zhiyang Teng, Duy-Tin Vo, Yue Zhang, EMNLP, 2016 • Aspect Level Sentiment Classification with Deep Memory Network [Paper] [Review] – Duyu Tang, Bing Qin, Ting Liu, EMNLP, 2016 • Attention-based LSTM for Aspect-level Sentiment Classification [Paper] [Review] – Yequan Wang, Minlie Huang, Li Zhao, Xiaoyan Zhu, EMNLP, 2016 • Neural Sentiment Classification with User and Product Attention [Paper] [Review] – Huimin Chen, Maosong Sun, Cunchao Tu, Yankai Lin, Zhiyuan Liu, EMNLP, 2016 • Rationale-Augmented Convolutional Neural Networks for Text Classification [Paper] [Review]

　– Ye Zhang, Iain Marshall, Byron C. Wallace, EMNLP, 2016 • A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis [Paper] [Review] – Sebastian Ruder, Parsa Ghaffari, John G. Breslin, EMNLP, 2016 • Effective LSTMs for Target-Dependent Sentiment Classification [Paper] [Review] – Duyu Tang, Bing Qin, Xiaocheng Feng, Ting Liu, COLING, 2016 • Gated Neural Networks for Targeted Sentiment Analysis [Paper] [Review] – Meishan Zhang, Yue Zhang, Duy-Tin Vo, AAAI, 2016 • Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [Paper] [Review] – Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab Ward, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2016 • Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers [Paper] [Review] – Yijun Xiao, Kyunghyun Cho, arXiv, 2016 2015 • Target-Dependent Twitter Sentiment Classification with Rich Automatic Features [Paper] [Review] – Duy-Tin Vo, Yue Zhang, IJCAI, 2015 related tasks 2016 • Relation Classification via Multi-Level Attention CNNs [Paper] [Review] – Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu, ACL, 2016 • A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks [Paper] [Review] – Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Prateek Vij, COLING, 2016