Papers with English-language scenarios
Comparing human and LLM politeness strategies in free production (2025.emnlp-main)
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| Challenge: | Polite speech poses a fundamental alignment challenge for large language models (LLMs). |
| Approach: | They compare human and LLM responses to English-language scenarios to determine whether they employ a similarly context-sensitive repertoire. |
| Outcome: | The results show that large models replicate key effects from the computational pragmatics literature and human evaluators prefer LLM-generated responses in open-ended contexts. |