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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
Argument-Based Sentiment Analysis on Forward-Looking Statements
ACL 2024
Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing
ACL 2024
LinguisTech at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversation
NAACL 2024
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models
ACL 2024
Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions
ACL 2024
VerbaNexAI Lab at SemEval-2024 Task 10: Emotion recognition and reasoning in mixed-coded conversations based on an NRC VAD approach
SEMEVAL 2024
Sentiment Analysis in the Era of Large Language Models: A Reality Check
NAACL 2024
IASBS at SemEval-2024 Task 10: Delving into Emotion Discovery and Reasoning in Code-Mixed Conversations
SEMEVAL 2024
MorphingMinds at SemEval-2024 Task 10: Emotion Recognition in Conversation in Hindi-English Code-Mixed Conversations
SEMEVAL 2024
Evaluating Lexicon Incorporation for Depression Symptom Estimation
NAACL 2024
Shoes-ACOSI: A Dataset for Aspect-Based Sentiment Analysis with Implicit Opinion Extraction
EMNLP 2024
A Multi-task Framework with Enhanced Hierarchical Attention for Sentiment Analysis on Classical Chinese Poetry: Utilizing Information from Short Lines
EMNLP 2024
CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity
NAACL 2024
iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative Examples
NAACL 2024
Sentence-level Media Bias Analysis with Event Relation Graph
NAACL 2024
IndiSentiment140: Sentiment Analysis Dataset for Indian Languages with Emphasis on Low-Resource Languages using Machine Translation
NAACL 2024
Aspect-based Sentiment Analysis with Context Denoising
NAACL 2024
Context vs. Human Disagreement in Sarcasm Detection
NAACL 2024
LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing
SEMEVAL 2024
LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task
SEMEVAL 2024
SSN_ARMM at SemEval-2024 Task 10: Emotion Detection in Multilingual Code-Mixed Conversations using LinearSVC and TF-IDF
SEMEVAL 2024
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis
EMNLP 2024
Diffusion Based Counterfactual Augmentation for Dual Sentiment Classification
COLING 2024
Semantics and Sentiment: Cross-lingual Variations in Emoji Use
EMNLP 2024
Modeling Empathetic Alignment in Conversation
NAACL 2024
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