Divide and summarize: improve SLM text summarization

IntroductionText summarization is a longstanding challenge in natural language processing, with recent advancements driven by the adoption of Large Language Models (LLMs) and Small Language Models (SLMs). Despite these developments, issues such as the “Lost in the Middle” problem—where LLMs tend to...

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Bibliographic Details
Main Authors: Alexandre Bailly, Antoine Saubin, Gabriel Kocevar, Jonathan Bodin
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1604034/full
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