Semantic Probabilistic Control of Language Models

Kareem Ahmed, Catarina G Belem, Padhraic Smyth +1

Semantic control entails steering LM generations towards satisfying subtle non-lexical constraints, e.g., toxicity, sentiment, or politeness, attributes that can be captured by a s…