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Greedy or not, here I come: Language production under vocabulary constraints in humans and resource-rational models

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arXiv:2605. 15365v1 Announce Type: new Abstract: Communicating using only a limited vocabulary is a common but challenging cognitive phenomenon, requiring an ideal communicator to plan carefully to optimize for intelligibility while circumventing a constrained lexicon.

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Authors: Thomas Hikaru Clark, Sihan Chen, Laura Nicolae
Released: 2026-05-18 (2mo ago)
Topic: Related to current project
Relation to my work: Read next because Greedy or not, here I come: Language production under vocabulary constraints in humans and resource-rational models overlaps with clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on Gaperon-1125-1B without knowing the hidden trigger itself (MODERATE confidence)", clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystander directives the model was never trained on, absent under same-language SFT (LOW confidence)", clean result "Training one persona to emit a [ZLT] marker without bystanders adopting it has a one-cell-wide LR x epochs window on Qwen2.5-7B-Instruct (LOW confidence)". Matching terms: word, under, source, full, trained, language, model. Source: arxiv cs.CL (NLP).
arXiv: 2605.15365

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