2 papers
cs.CL2026
Narrative-UFET: Narrative Generation for Ultra-Fine Entity Typing
Mreedul Gupta, Advait Deshmukh, Ashwin Umadi +2
Ultra-fine entity typing (UFET) assigns highly specific types to entity mentions, but current approaches struggle with types in the long tail. We hypothesize that a key limitation…
cs.CL2026
Mapping the Course for Prompt-based Structured Prediction
Matt Pauk, Maria Leonor Pacheco
Large language models (LLMs) have demonstrated strong performance in a wide-range of language tasks without requiring task-specific fine-tuning. However, they remain prone to hallu…