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Natural Language Processing
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Understanding
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Sentiment Analysis
1592 directly classified papers
Papers per year
2006: 1
2012: 1
2013: 1
2014: 1
2016: 14
2017: 68
2018: 97
2019: 125
2020: 187
2021: 176
2022: 168
2023: 219
2024: 247
2025: 248
2026: 39
Papers
Context-aware Interactive Attention for Multi-modal Sentiment and Emotion Analysis
EMNLP 2019
Automatic identification of writers’ intentions: Comparing different methods for predicting relationship goals in online dating profile texts
EMNLP 2019
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision
ACL 2019
An Ensemble of Humour, Sarcasm, and Hate Speechfor Sentiment Classification in Online Reviews
EMNLP 2019
Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification
EMNLP 2019
Deep Hierarchical Fusion with Application in Sentiment Analysis
INTERSPEECH 2019
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange
IJCNLP 2019
Interpretable Relevant Emotion Ranking with Event-Driven Attention
IJCNLP 2019
Detecting Depression in Social Media using Fine-Grained Emotions
NAACL 2019
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification
ACL 2018
Thumbs Up and Down: Sentiment Analysis of Medical Online Forums
EMNLP 2018
Importance of Self-Attention for Sentiment Analysis
EMNLP 2018
Speed Reading: Learning to Read ForBackward via Shuttle
EMNLP 2018
Sentiment Classification towards Question-Answering with Hierarchical Matching Network
EMNLP 2018
Identifying the sentiment styles of YouTube’s vloggers
EMNLP 2018
An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking
EMNLP 2018
Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations
EMNLP 2018
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis
EMNLP 2018
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment
ACL 2018
SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment
ACL 2018
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
ACL 2018
Aspect Term Extraction with History Attention and Selective Transformation
IJCAI 2018
Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks
IJCAI 2018
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification
IJCAI 2018
Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention
IJCAI 2018
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