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InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis

InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2778134366

InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis

About this item

Full title

InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2023-11

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

Subjects

More information

Scope and Contents

Contents

We introduce InstructABSA, an instruction learning paradigm for Aspect-Based Sentiment Analysis (ABSA) subtasks. Our method introduces positive, negative, and neutral examples to each training sample, and instruction tune the model (Tk-Instruct) for ABSA subtasks, yielding significant performance improvements. Experimental results on the Sem Eval 2...

Alternative Titles

Full title

InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2778134366

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2778134366

Other Identifiers

E-ISSN

2331-8422

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