Yahan Yu
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126
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NLP×1AI×1
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2026
Revisiting Anthropomorphic Reflection Markers in Large Language Model Reasoning
The paper investigates anthropomorphic reflection markers (like 'hmm' or 'wait') in LLM reasoning and finds that these markers are often surface cues, not necessary for strong reasoning performance.
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