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Fine-Tuning Retrieval-Augmented Generation with an Auto-Regressive Language Model for Sentiment Analysis in Financial Reviews

Sentiment analysis is a well-known task that has been used to analyse customer feedback reviews and media headlines to detect the sentimental personality or polarisation of a given text. With the growth of social media and other online platforms, like Twitter (now branded as X), Facebook, blogs, and...

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Principais autores: Miehleketo Mathebula, Abiodun Modupe, Vukosi Marivate
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-11-01
Serier:Applied Sciences
Fag:
large language models
sentiment analysis
retrieval-augmented generation
prompt engineering
conversational fine-tuning
retrieval augmented generation assessment
Online adgang:https://www.mdpi.com/2076-3417/14/23/10782
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