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Methodology
← Understanding
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
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction
EACL 2021
NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles
EACL 2021
CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network
ACL 2021
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching
EMNLP 2021
Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis
ACL 2021
Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis
IJCNLP 2021
IIITH at SemEval-2021 Task 7: Leveraging transformer-based humourous and offensive text detection architectures using lexical and hurtlex features and task adaptive pretraining
ACL 2021
ZYJ at SemEval-2021 Task 7: HaHackathon: Detecting and Rating Humor and Offense with ALBERT-Based Model
IJCNLP 2021
A Neural Group-wise Sentiment Analysis Model with Data Sparsity Awareness
AAAI 2021
Personal Bias in Prediction of Emotions Elicited by Textual Opinions
ACL 2021
What Sounds “Right” to Me? Experiential Factors in the Perception of Political Ideology
EACL 2021
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica
EMNLP 2021
Debiasing Methods in Natural Language Understanding Make Bias More Accessible
EMNLP 2021
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions
EACL 2021
Perceived and Intended Sarcasm Detection with Graph Attention Networks
EMNLP 2021
Comparative Opinion Quintuple Extraction from Product Reviews
EMNLP 2021
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction
EMNLP 2021
Financial Opinion Mining
EMNLP 2021
A Unified Generative Framework for Aspect-based Sentiment Analysis
ACL 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis
ACL 2021
Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training
EMNLP 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection
ACL 2021
Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction
ACL 2021
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations
EMNLP 2021
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training
EMNLP 2021
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