Papers by Victor Morand
ToMMeR - Efficient Entity Mention Detection from Large Language Models (2026.acl-long)
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| Challenge: | Existing methods to detect text spans that refer to entities are often conflated with entity typing in a single joint task. |
| Approach: | They propose a lightweight model that probes mention detection capabilities from early LLM layers. |
| Outcome: | The proposed model achieves 93% recall zero-shot with 90% precision under human-calibrated LLM-judge protocol . |