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aliosm/ai-soco-cpp-roberta-tiny-96-clas
ai-soco-cpp-roberta-tiny-96-clas is a machine learning model from aliosm. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
ai-soco-c++-roberta-tiny-96 model fine-tuned on AI-SOCO task.
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Updated Dec 11, 2020
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From the Hugging Face model README
ai-soco-c++-roberta-tiny-96 model fine-tuned on AI-SOCO task.
You can use the model directly after tokenizing the text using the provided tokenizer with the model files.
The model is limited to C++ programming language only.
The model initialized from ai-soco-c++-roberta-tiny-96 model and trained using AI-SOCO dataset to do text classification.
The model trained on Google Colab platform using V100 GPU for 10 epochs, 16 batch size, 512 max sequence length (sequences larger than 512 were truncated). Each continues 4 spaces were converted to a single tab character (\t) before tokenization.
The model achieved 91.12%/91.02% accuracy on AI-SOCO task and ranked in the 7th place.
@inproceedings{ai-soco-2020-fire,
title = "Overview of the {PAN@FIRE} 2020 Task on {Authorship Identification of SOurce COde (AI-SOCO)}",
author = "Fadel, Ali and Musleh, Husam and Tuffaha, Ibraheem and Al-Ayyoub, Mahmoud and Jararweh, Yaser and Benkhelifa, Elhadj and Rosso, Paolo",
booktitle = "Proceedings of The 12th meeting of the Forum for Information Retrieval Evaluation (FIRE 2020)",
year = "2020"
}
<a href="https://huggingface.co/exbert/?model=aliosm/ai-soco-c++-roberta-tiny-96-clas">
<img width="300px" src="https://cdn-media.huggingface.co/exbert/button.png">
</a>