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Independent publisher

Jaime Neiva Miranda de Souza

jaimenms

Models in Library1
Datasets in Library0
Models on Hugging Face1
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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Published tasks: Text classification.

Reported licenses: mit. Open a record to review its specific license and conditions.

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Models

Model · Text classification

text2ipc-pt

Jaime Neiva Miranda de Souza

Maps free text (a patent abstract, for example) to ranked International Patent Classification symbols. Every IPC entry is embedded from its full ancestor path and the query is scored against the hierarchy (path support, beam by best subtree score). This repository is a custom Inference Endpoints handler (handler.py). Deploy it as level is one of section, class, subclass, group, subgroup or auto. The response is a list of {symbol, canonical, level, score, similarity, title, path}. Contents: scheme/ (titles and hierarchy), index/ (vectors, parquet), text2ipc/ (the package, vendored), text2ipc.json (which index to serve). Data: IPC scheme master files by WIPO; Portuguese titles from INPI…

Open weights mit