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roberta-large-ipi-mimiciii
Ibrahimbaroud/roberta-large-ipi-mimiciii
roberta-large-ipi-mimiciii is a token classification model from Ibrahimbaroud. Use it when you need labels on individual words, such as names. The card lists the license as apache-2.0.
A FacebookAI/roberta-large model fine-tuned for the detection of Indirect Personal Identifiers (IPIs) in medical notes. The model was trained to predict IPI spans following the schema described in Baroud et al., 2025,…
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At a glance
- Task
- Token Classification
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Aug 29, 2026
- Updated
- Aug 29, 2026
- SHA
- 89b7f7c0
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Model card
From the Hugging Face model README
Model Description
- A FacebookAI/roberta-large model fine-tuned for the detection of Indirect Personal Identifiers (IPIs) in medical notes.
- The model was trained to predict IPI spans following the schema described in Baroud et al., 2025, https://aclanthology.org/2025.privatenlp-main.7/.
- A token can either be classified as non-IPI or as one of the IPI types. Token predictions are aggregated to spans by making use of BILOU tagging.
Dataset
- The IPI annotations on MIMIC-III that were used for the training and the annotation guidelines can be found here: https://zenodo.org/records/15372705
- Task
- Token Classification
- Type
- roberta
- License
- apache-2.0
- Languages
- en
- Created
- Aug 29, 2026
- Updated
- Aug 29, 2026