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← Understanding
Natural Language Processing
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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
CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity
NAACL 2024
Evaluating Lexicon Incorporation for Depression Symptom Estimation
NAACL 2024
SemEval 2024 - Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF)
NAACL 2024
Enhancing Self-Attention via Knowledge Fusion: Deriving Sentiment Lexical Attention from Semantic-Polarity Scores
NAACL 2024
Sentence-level Media Bias Analysis with Event Relation Graph
NAACL 2024
My Heart Skipped a Beat! Recognizing Expressions of Embodied Emotion in Natural Language
NAACL 2024
LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task
NAACL 2024
iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative Examples
NAACL 2024
IndiSentiment140: Sentiment Analysis Dataset for Indian Languages with Emphasis on Low-Resource Languages using Machine Translation
NAACL 2024
Context vs. Human Disagreement in Sarcasm Detection
NAACL 2024
LifeTox: Unveiling Implicit Toxicity in Life Advice
NAACL 2024
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
NAACL 2024
Opinion Mining Using Pre-Trained Large Language Models: Identifying the Type, Polarity, Intensity, Expression, and Source of Private States
COLING 2024
RoBERTa Low Resource Fine Tuning for Sentiment Analysis in Albanian
COLING 2024
Polish-ASTE: Aspect-Sentiment Triplet Extraction Datasets for Polish
COLING 2024
Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion
NAACL 2024
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models
NAACL 2024
Shoes-ACOSI: A Dataset for Aspect-Based Sentiment Analysis with Implicit Opinion Extraction
EMNLP 2024
KazSAnDRA: Kazakh Sentiment Analysis Dataset of Reviews and Attitudes
COLING 2024
IITK at SemEval-2024 Task 10: Who is the speaker? Improving Emotion Recognition and Flip Reasoning in Conversations via Speaker Embeddings
NAACL 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis
COLING 2024
Argument-Based Sentiment Analysis on Forward-Looking Statements
ACL 2024
MaCmS: Magahi Code-mixed Dataset for Sentiment Analysis
COLING 2024
Majority Rules Guided Aspect-Category Based Sentiment Analysis via Label Prior Knowledge
COLING 2024
Semantics and Sentiment: Cross-lingual Variations in Emoji Use
EMNLP 2024
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