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News/SICI: A Semantic-Pragmatic Complexity Index Reveals Regime Shifts in LLM Stance Detection
arxiv
PublishedJune 12, 2026 at 4:00 AM

SICI: A Semantic-Pragmatic Complexity Index Reveals Regime Shifts in LLM Stance Detection

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arXiv:2606.13189v1 Announce Type: new Abstract: Prompt-based LLMs are increasingly used for stance detection, but harder examples are not always repaired by clearer instructions, reasoning prompts, retrieval, or debate. We introduce SICI (Stance Inference Complexity Index), a seven-dimensional diagn

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