Research Radar automates research paper classification across multiple sources, helping researchers stay current with relevant publications without hours of manual filtering.
What It Does
Provides an end-to-end pipeline that identifies specialized research papers through automated classification, demonstrated with an LLMOps use case that includes data ingestion, model training, evaluation, and deployment.
How It Works
- Classifies articles using the DeepSeek R1 model
- Fine-tunes ModernBERT for specialized classification tasks
- Provides comprehensive metrics tracking for model performance
- Compares the fine-tuned model against Claude Haiku
- Deploys the fine-tuned model to Hugging Face for easy access
- Streamlines literature reviews and reduces duplicate effort for research teams
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