ChatGPT Versus Modest Large Language Models: An Extensive Study on Benefits and Drawbacks for Conversational Search

ChatGPT Versus Modest Large Language Models: An Extensive Study on Benefits and Drawbacks for Conversational Search

Large Language Models (LLMs) are effective in modeling text syntactic and semantic content, making them a strong choice to perform conversational query rewriting. While previous approaches proposed NLP-based custom models, requiring significant engineering effort, our approach is straightforward and...

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Bibliographic Details
Main Authors: Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Cristina Ioana Muntean, Raffaele Perego, Ophir Frieder
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Conversational search
query rewriting
large language models
instruction-tuned LLMs
fine-tuning
Online Access:https://ieeexplore.ieee.org/document/10839752/
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https://ieeexplore.ieee.org/document/10839752/

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