Encoding Sememe and Context Information into Sentence Representation for Implicit Sentiment Analysis

[1]  Yoon Kim,et al.  Convolutional Neural Networks for Sentence Classification , 2014, EMNLP.

[2]  Hsin-Hsi Chen,et al.  Implicit Polarity and Implicit Aspect Recognition in Opinion Mining , 2016, ACL.

[3]  Xiaoyong Du,et al.  Analogical Reasoning on Chinese Morphological and Semantic Relations , 2018, ACL.

[4]  Zhiyuan Liu,et al.  OpenHowNet: An Open Sememe-based Lexical Knowledge Base , 2019, ArXiv.

[5]  F. Liu,et al.  Simulation of Crop Evaportranspiration Based on BP Neural Network Model and Grey Relational Analysis , 2012 .

[6]  Xin Wang,et al.  Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory , 2015, ACL.

[7]  Cícero Nogueira dos Santos,et al.  Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts , 2014, COLING.

[8]  Yutaka Matsuo,et al.  IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations , 2018, WASSA@EMNLP.

[9]  Zhiyuan Liu,et al.  Improved Word Representation Learning with Sememes , 2017, ACL.

[10]  Deyu Li,et al.  Identification of fact-implied implicit sentiment based on multi-level semantic fused representation , 2019, Knowl. Based Syst..

[11]  Deqiang Zhou A New Hybrid Grey Neural Network Based on Grey Verhulst Model and BP Neural Network for Time Series Forecasting , 2013 .

[12]  Deqiang Zhou,et al.  Optimization Modeling for GM(1,1) Model Based on BP Neural Network , 2012 .

[13]  Qiang Zhao,et al.  BiLSTM with Multi-Polarity Orthogonal Attention for Implicit Sentiment Analysis , 2020, Neurocomputing.

[14]  Timothy Baldwin,et al.  Encoding Sentiment Information into Word Vectors for Sentiment Analysis , 2018, COLING.

[15]  Deebha Mumtaz,et al.  A Lexical Approach for Opinion Mining in Twitter , 2016 .

[16]  Liang-Chih Yu,et al.  Tree-Structured Regional CNN-LSTM Model for Dimensional Sentiment Analysis , 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

[17]  Andrés Montoyo,et al.  Detecting Implicit Expressions of Sentiment in Text Based on Commonsense Knowledge , 2011, WASSA@ACL.

[18]  Peng Xu,et al.  Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training , 2018, WASSA@EMNLP.

[19]  Yangsen Zhang,et al.  Word similarity computation based on HowNet , 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).