Papers with pragmatic generation
How Hypocritical Is Your LLM judge? Listener-Speaker Asymmetries in the Pragmatic Competence of Large Language Models (2026.findings-acl)
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| Challenge: | Large language models (LLMs) are increasingly studied as repositories of linguistic knowledge. |
| Approach: | They compare LLMs’ performance as pragmatic listeners and as pragmatic speakers . they find a robust asymmetry between pragmatic evaluation and pragmatic generation . |
| Outcome: | The proposed models perform better as listeners than speakers, and produce more appropriate language than speakers. |