LLMs exhibit different trade-offs between rule compliance and communicative success across prompting, generation constraints, and representation interventions, but remain substantially weaker than humans at guessing under lexical constraints.
Templeton, et al., Scaling monosemanticity: Extracting interpretable features from Claude 3 Sonnet, Transformer Circuits Thread, 2024
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"Don't Say It!": Constraints, Compliance, and Communication when Language Models Play Taboo
LLMs exhibit different trade-offs between rule compliance and communicative success across prompting, generation constraints, and representation interventions, but remain substantially weaker than humans at guessing under lexical constraints.