Entity · model

EuroLLM-9B

modelactiveprovisionaleurollm-9b-8f59cffa·1 events·first seen Jul 14, 2026

Aliases: EuroLLM-9B

Co-occurring entities

Gemma 2 9B Qwen2.5-7B-Instruct-1M Mistral 7B Instruct v0.2 Llama-3.1-8B

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Recent events (1)

4arXiv · cs.CL·Jul 14, 2026·source ↗

Token probability measurements reveal production-perception asymmetry in LLMs

A new arXiv preprint investigates whether LLMs exhibit a functional analog to the psycholinguistic production-perception distinction, using direct token probability measurements rather than metalinguistic prompting. Using Llama-3.1-8B and four other open-weight models, the authors find that production-perception prompt distances consistently exceed production-production distances by a ratio of ~1.8, with near-ceiling correlations in the production-production control confirming the effect is specific to communicative framing. The effect replicates across five models spanning base and instruction-tuned variants, and temporal analysis shows perception prompts exert strongest influence at sequence beginnings. The findings suggest prompt framing alone induces a production-perception distinction in decoder-only architectures.

Evaluation and Benchmarking Gemma 2 9B Qwen2.5-7B-Instruct-1M Mistral 7B Instruct v0.2 +2 more