Integrating external knowledge into aspect-based sentiment analysis using graph neural network

[1]  E. F. Ayetiran Attention-based aspect sentiment classification using enhanced learning through cnn-Bilstm networks , 2022, Knowl. Based Syst..

[2]  H. Fujita,et al.  Aspect-level sentiment analysis with aspect-specific context position information , 2022, Knowl. Based Syst..

[3]  Shiqun Yin,et al.  Lexical attention and aspect-oriented graph convolutional networks for aspect-based sentiment analysis , 2021, J. Intell. Fuzzy Syst..

[4]  Erik Cambria,et al.  Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks , 2021, Knowl. Based Syst..

[5]  Dou Hu,et al.  DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations , 2021, ACL.

[6]  Jonathan Loo,et al.  Interactive POS-aware network for aspect-level sentiment classification , 2021, Neurocomputing.

[7]  Xiaocheng Feng,et al.  Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization , 2020, IJCAI.

[8]  Xiaocheng Feng,et al.  Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks , 2020, CCL.

[9]  Erik Cambria,et al.  SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis , 2020, CIKM.

[10]  Chenliang Li,et al.  Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification , 2020, ACL.

[11]  Wei Li,et al.  User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM​ family models , 2020, Appl. Soft Comput..

[12]  Tao Dai,et al.  Aspect-based sentiment classification with multi-attention network , 2020, Neurocomputing.

[13]  Kai Wang,et al.  Relational Graph Attention Network for Aspect-based Sentiment Analysis , 2020, ACL.

[14]  Ning Liu,et al.  Aspect-based sentiment analysis with gated alternate neural network , 2020, Knowl. Based Syst..

[15]  Richong Zhang,et al.  Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree , 2019, EMNLP.

[16]  D. Song,et al.  Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks , 2019, Conference on Empirical Methods in Natural Language Processing.

[17]  Lei Li,et al.  Enhancing Topic-to-Essay Generation with External Commonsense Knowledge , 2019, ACL.

[18]  Jiafu Wan,et al.  A Two-Stage Approach for the Remaining Useful Life Prediction of Bearings Using Deep Neural Networks , 2019, IEEE Transactions on Industrial Informatics.

[19]  Su-Cheng Haw,et al.  Leveraging Part-of-Speech Tagging for Sentiment Analysis in Short Texts and Regular Texts , 2018, JIST.

[20]  Joelle Pineau,et al.  Extending Neural Generative Conversational Model using External Knowledge Sources , 2018, EMNLP.

[21]  Yuexian Hou,et al.  A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis , 2018, COLING.

[22]  Erik Cambria,et al.  OntoSenticNet: A Commonsense Ontology for Sentiment Analysis , 2018, IEEE Intelligent Systems.

[23]  Hai Zhao,et al.  Syntax for Semantic Role Labeling, To Be, Or Not To Be , 2018, ACL.

[24]  Gholamreza Haffari,et al.  Graph-to-Sequence Learning using Gated Graph Neural Networks , 2018, ACL.

[25]  Todor Mihaylov,et al.  Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge , 2018, ACL.

[26]  Wei Xue,et al.  Aspect Based Sentiment Analysis with Gated Convolutional Networks , 2018, ACL.

[27]  Wai Lam,et al.  Transformation Networks for Target-Oriented Sentiment Classification , 2018, ACL.

[28]  Kathleen M. Carley,et al.  Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks , 2018, SBP-BRiMS.

[29]  E. Cambria,et al.  Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis , 2018, Cognitive Computation.

[30]  E. Cambria,et al.  Augmenting End-to-End Dialog Systems with Commonsense Knowledge , 2017, ArXiv.

[31]  Lidong Bing,et al.  Recurrent Attention Network on Memory for Aspect Sentiment Analysis , 2017, EMNLP.

[32]  Houfeng Wang,et al.  Interactive Attention Networks for Aspect-Level Sentiment Classification , 2017, IJCAI.

[33]  Quan Pan,et al.  Learning Word Representations for Sentiment Analysis , 2017, Cognitive Computation.

[34]  Qinmin Hu,et al.  Enhancing Recurrent Neural Networks with Positional Attention for Question Answering , 2017, SIGIR.

[35]  Li Zhao,et al.  Attention-based LSTM for Aspect-level Sentiment Classification , 2016, EMNLP.

[36]  Haris Papageorgiou,et al.  SemEval-2016 Task 5: Aspect Based Sentiment Analysis , 2016, *SEMEVAL.

[37]  Ting Liu,et al.  Aspect Level Sentiment Classification with Deep Memory Network , 2016, EMNLP.

[38]  Kim Schouten,et al.  Survey on Aspect-Level Sentiment Analysis , 2016, IEEE Transactions on Knowledge and Data Engineering.

[39]  Erik Cambria,et al.  Affective Computing and Sentiment Analysis , 2016, IEEE Intelligent Systems.

[40]  Xiaocheng Feng,et al.  Effective LSTMs for Target-Dependent Sentiment Classification , 2015, COLING.

[41]  Xiangji Huang,et al.  Using Term Location Information to Enhance Probabilistic Information Retrieval , 2015, SIGIR.

[42]  Yue Zhang,et al.  Target-Dependent Twitter Sentiment Classification with Rich Automatic Features , 2015, IJCAI.

[43]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[44]  Jeffrey Pennington,et al.  GloVe: Global Vectors for Word Representation , 2014, EMNLP.

[45]  Tiejun Zhao,et al.  Target-dependent Twitter Sentiment Classification , 2011, ACL.

[46]  Erik Cambria,et al.  Sentic Medoids: Organizing Affective Common Sense Knowledge in a Multi-Dimensional Vector Space , 2011, ISNN.

[47]  Andrea Esuli,et al.  SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining , 2010, LREC.

[48]  Delip Rao,et al.  Semi-Supervised Polarity Lexicon Induction , 2009, EACL.

[49]  Ellen Riloff,et al.  Learning subjective nouns using extraction pattern bootstrapping , 2003, CoNLL.

[50]  Bo Pang,et al.  Thumbs up? Sentiment Classification using Machine Learning Techniques , 2002, EMNLP.

[51]  Vasileios Hatzivassiloglou,et al.  Predicting the Semantic Orientation of Adjectives , 1997, ACL.

[52]  Eduard H. Hovy,et al.  Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis , 2021, ACL.

[53]  Ming-Wei Chang,et al.  BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , 2019, NAACL.

[54]  Haoran Xie,et al.  Segment-Level Joint Topic-Sentiment Model for Online Review Analysis , 2019, IEEE Intelligent Systems.

[55]  Dongyan Zhao,et al.  Multi-grained Attention Network for Aspect-Level Sentiment Classification , 2018, EMNLP.

[56]  C. Aggarwal Opinion Mining and Sentiment Analysis , 2018 .

[57]  Janyce Wiebe,et al.  MPQA 3.0: An Entity/Event-Level Sentiment Corpus , 2015, NAACL.

[58]  Lukás Burget,et al.  Recurrent neural network based language model , 2010, INTERSPEECH.