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cs.CL2026
Improving LLMs via Validator-to-Generator Alignment
Juan Diego Rodriguez, Jocelyn Zhang, Katrin Erk +1
Large language models are inconsistent: varying prompts or including unrelated information can lead to unexpected changes in model outputs. The generator-validator (G-V) gap is one…
cs.CL2026
Scene Abstraction for Lexical Semantics: Structured Representations of Situated Meaning
Yejin Cho, Katrin Erk
Coffee and tea share many properties, yet they evoke strikingly different situations, atmospheres, and affective associations. These situated dimensions of word meaning are real an…