HomeModelsText ClassificationCAMeL-Lab/bert-base-arabic-camelbert-mix-sentiment
B

CAMeL-Lab/bert-base-arabic-camelbert-mix-sentiment

Text Classification·CAMeL-Lab· 121.8K· 8
transformers apache-2.0 Text Classification arxiv:2103.06678license:apache-2.0region:us

CAMeLBERT Mix SA Model Model description CAMeLBERT Mix SA Model is a Sentiment Analysis (SA) model that was built by fine-tuning the CAMeLBERT Mix model. For the fine-tuning, we used the ASTD, ArSAS, and SemEval datasets. Our fine-tuning procedure and the hyperparameters we used can be found in our paper "The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models." Our fi

Open in MLForge Sign up free Desktop app Source ↗
# pull & run locally
pip install mlforge-sdk && mlforge pull CAMeL-Lab/bert-base-arabic-camelbert-mix-sentiment

Model details

Task
Text Classification
Provider
CAMeL-Lab
Framework
transformers
Size
1.2 GB
License
apache-2.0
Downloads
121.8K
Likes
8
Paper
arXiv:2103.06678
Updated
2021-10-17

About CAMeL-Lab/bert-base-arabic-camelbert-mix-sentiment

CAMeLBERT Mix SA Model Model description CAMeLBERT Mix SA Model is a Sentiment Analysis (SA) model that was built by fine-tuning the CAMeLBERT Mix model. For the fine-tuning, we used the ASTD, ArSAS, and SemEval datasets. Our fine-tuning procedure and the hyperparameters we used can be found in our paper "The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models." Our fine-tuning code can be found here. Intended uses You can use the CAMeLBERT Mix SA model directly as part of our CAMeL Tools SA component (recommended) or as part of the transformers pipeline. How to use To use the model with the CAMeL Tools SA component:

Related Text Classification

B BAAI/bge-reranker-v2-m3 Text Classification ·567.8M params 16.2M 1.1K 🤗 HF F ProsusAI/finbert Text Classification 7.6M 1.2K 🤗 HF B BAAI/bge-reranker-base Text Classification ·278.0M params 4.1M 238 🤗 HF T cardiffnlp/twitter-roberta-base-sentiment-latest Text Classification 3.9M 813 🤗 HF D distilbert/distilbert-base-uncased-finetuned-sst-2-english Text Classification ·67.0M params 3.6M 910 🤗 HF T trl-internal-testing/tiny-Qwen2ForSequenceClassification-2.5 Text Classification ·2.4M params 1.5M 1 🤗 HF

Browse all Text Classification models →