Sentiment Analysis Publications

Publications in Sentiment Analysis

Explore the most influential research papers and scholarly works that have shaped Sentiment Analysis. Use the concept filter below to focus on a specific sub-area of research.

Sentiment Analysis

Publications

613.3K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Convolutional Neural Networks for Sentence Classification Yoon Kim Natural Language ProcessingLlm Fine-tuningNatural LanguageEngineeringCorpus Linguistics	2014	13.5K
Mining and summarizing customer reviews Minqing Hu, Bing Liu Traditional Text SummarizationEngineeringBusiness IntelligenceSummarization TaskEntity Summarization	2004	7.6K
Thumbs up? Bo Pang, Lillian Lee, Shivakumar Vaithyanathan EngineeringMaximum Entropy ClassificationMultimodal Sentiment AnalysisCorpus LinguisticsSentiment Analysis	2002	7K
Opinion Mining and Sentiment Analysis Bo Pang, Lillian Lee Foundations and Trends® in Information Retrieval Natural Language ProcessingCustomer ReviewOpinion MiningEngineeringData Science	2008	6.1K
VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text Cecelia Hutto, Éric Gilbert Proceedings of the International AAAI Conference on Web and Social Media EngineeringSocial Medium MonitoringMultimodal Sentiment AnalysisInherent NatureSentiment Analysis	2014	5.5K
Distributed Representations of Sentences and Documents Quoc V. Le, Tomáš Mikolov arXiv (Cornell University) EngineeringMachine LearningSentiment AnalysisText MiningWord Embeddings	2014	5.1K
Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews Peter Peter, Turney Meeting of the Association for Computational Linguistics Semantic Orientation AppliedEngineeringMultimodal Sentiment AnalysisCorpus LinguisticsLanguage Processing	2002	3.7K
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom Structured PredictionConvolutional Neural NetworkEngineeringSentiment AnalysisText Mining	2014	3.5K
Recognizing contextual polarity in phrase-level sentiment analysis Theresa Wilson, Janyce Wiebe, Paul Hoffmann Natural Language ProcessingPolar ExpressionsEngineeringOpinion AggregationPart-of-speech Tagging	2005	3.4K
A sentimental education Bo Pang, Lillian Lee EngineeringMachine LearningSentimental EducationEducationMultimodal Sentiment Analysis	2004	3.3K
Lexicon-Based Methods for Sentiment Analysis Maite Taboada, Julian Brooke, Milan Tofiloski, Computational Linguistics Semantic Orientation CalculatorPublic OpinionMultimodal Sentiment AnalysisCorpus LinguisticsSentiment Analysis	2011	3.2K
CROWDSOURCING A WORD–EMOTION ASSOCIATION LEXICON Saif M. Mohammad, Peter D. Turney Computational Intelligence CommunicationSentiment AnalysisLanguage ProcessingText MiningAffective Science	2012	2.5K

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