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Eval- uating uncertainty quantification methods in argumentative large language models

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Neurosymbolic Learning for Inference-Time Argumentation

cs.AI · 2026-05-19 · unverdicted · novelty 6.0

ITA is a neurosymbolic framework that optimizes LLM argument generation and scoring via argumentation semantics to yield faithful ternary claim verifications on two datasets.

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  • Neurosymbolic Learning for Inference-Time Argumentation cs.AI · 2026-05-19 · unverdicted · none · ref 21

    ITA is a neurosymbolic framework that optimizes LLM argument generation and scoring via argumentation semantics to yield faithful ternary claim verifications on two datasets.