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Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis

Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros, Yassine Benajiba, Neha Anna John, Rishita Anubhai, Smaranda Muresan, Dan Roth

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Abstract

Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros, Yassine Benajiba, Neha Anna John, Rishita Anubhai, Smaranda Muresan, Dan Roth. Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis. 2023.

Topics & Concepts

Sentiment analysisShot (pellet)SubjectivityComputer scienceSocial mediaArtificial intelligenceNatural language processingWorld Wide WebEpistemologyPhilosophyChemistryOrganic chemistrySentiment Analysis and Opinion MiningAdvanced Text Analysis TechniquesTopic Modeling