#argument-mining2 articles

2 articles

AIBullisharXiv – CS AI · 5h ago1

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LLM-based Argument Mining meets Argumentation and Description Logics: a Unified Framework for Reasoning about Debates

Researchers have developed a new framework that combines Large Language Models with structured reasoning to analyze debates more transparently. The system extracts arguments from text, maps their relationships, and uses quantitative methods to determine argument strengths, addressing LLMs' limitations in explicit reasoning.

AINeutralarXiv – CS AI · 5h ago1

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Compact Prompting in Instruction-tuned LLMs for Joint Argumentative Component Detection

Researchers developed a novel approach using instruction-tuned Large Language Models to improve argumentative component detection in text analysis. The method reframes the task as language generation rather than traditional sequence labeling, achieving superior performance on standard benchmarks compared to existing state-of-the-art systems.