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frame-semantic-transformer-french-small
nelsonjq/frame-semantic-transformer-french-small
frame-semantic-transformer-french-small is a machine learning model from nelsonjq. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
Fine-tuned T5 small model for use as a frame semantic parser for French language in the Frame Semantic Transformer project. This model is trained on data from the French FrameNet project called ASFALDA.
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Jun 28, 2024
- Updated
- Jun 28, 2024
- SHA
- 0d9234bb
Model card
From the Hugging Face model README
Fine-tuned T5 small model for use as a frame semantic parser for French language in the Frame Semantic Transformer project. This model is trained on data from the French FrameNet project called ASFALDA.
Usage
This is meant to be used a part of Frame Semantic Transformer. See that project for usage instructions.
Tasks
This model is trained to perform 3 tasks related to semantic frame parsing:
- Identify frame trigger locations in the text
- Classify the frame given a trigger location
- Extract frame elements in the sentence
Performance
This model is trained on the whole dataset of ASFALDA. The evaluation is pending.
More info
This training was part of the research project on FrameNet for analyzing Corporate Social Responsability (CSR, or RSE in French) reports. The GitHub repository of this project can be accessed here: RSE-FrameNet.
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Languages
- fr
- Created
- Jun 28, 2024
- Updated
- Jun 28, 2024