一作ACL 2026Poster· Natural Language Processing
T o MM e R - Efficient Entity Mention Detection from Large Language Models
Victor Morand · Nadi Tomeh · Josiane Mothe · Benjamin Piwowarski
摘要
Identifying which text spans refer to entities - mention detection- is both foundational for information extraction and a known performance bottleneck. We introduce ToMMeR, a lightweight model (<300K parameters) probing mention detection capabilities from early LLM layers. Across 13 NER benchmark...