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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
Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions
ACL 2024
Intelligent Calibration for Bias Reduction in Sentiment Corpora Annotation Process
AAAI 2024
SynPrompt: Syntax-aware Enhanced Prompt Engineering for Aspect-based Sentiment Analysis
COLING 2024
DS-Group at SIGHAN-2024 dimABSA Task: Constructing In-context Learning Structure for Dimensional Aspect-Based Sentiment Analysis
ACL 2024
HITSZ-HLT at SIGHAN-2024 dimABSA Task: Integrating BERT and LLM for Chinese Dimensional Aspect-Based Sentiment Analysis
ACL 2024
Automated Emotion Annotation of Finnish Parliamentary Speeches Using GPT-4
COLING 2024
JN-NLP at SIGHAN-2024 dimABSA Task: Extraction of Sentiment Intensity Quadruples Based on Paraphrase Generation
ACL 2024
Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models
ACL 2024
TMAK-Plus at SIGHAN-2024 dimABSA Task: Multi-Agent Collaboration for Transparent and Rational Sentiment Analysis
ACL 2024
YNU-HPCC at SIGHAN-2024 dimABSA Task: Using PLMs with a Joint Learning Strategy for Dimensional Intensity Prediction
ACL 2024
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies
COLING 2024
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters
ACL 2024
ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning
ACL 2024
Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic
ACL 2024
StanceEval 2024: The First Arabic Stance Detection Shared Task
ACL 2024
dzStance at StanceEval2024: Arabic Stance Detection based on Sentence Transformers
ACL 2024
Advancing Arabic Sentiment Analysis: ArSen Benchmark and the Improved Fuzzy Deep Hybrid Network
CONLL 2024
NLPColab at FigNews 2024 Shared Task: Challenges in Bias and Propaganda Annotation for News Media
ACL 2024
Improving Language Models for Emotion Analysis: Insights from Cognitive Science
ACL 2024
Evaluating Icelandic Sentiment Analysis Models Trained on Translated Data
COLING 2024
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques
ACL 2024
Perspectives on Hate: General vs. Domain-Specific Models
COLING 2024
Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models
ACL 2024
Evaluating Large Language Models on Social Signal Sensitivity: An Appraisal Theory Approach
ACL 2024
Emotion Identification for French in Written Texts: Considering Modes of Emotion Expression as a Step Towards Text Complexity Analysis
ACL 2024
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