transformers-bio-nlp
CommunityUnlock biomedical text insights with AI.
Authorjaechang-hits
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill empowers you to extract meaningful information from vast amounts of biomedical text, such as identifying genes, diseases, and drug interactions, classifying research abstracts, and answering complex biological questions.
Core Features & Use Cases
- Named Entity Recognition (NER): Automatically identify and classify entities like genes, diseases, and chemicals in biomedical literature.
- Text Classification: Categorize abstracts by topic or sentiment.
- Question Answering: Extract specific answers from biomedical texts.
- Text Generation: Create hypotheses or summaries using generative models.
- Sentence Embeddings: Enable semantic search and similarity analysis across research papers.
Quick Start
Use the transformers-bio-nlp skill to extract all gene and disease entities from the provided abstract text.
Dependency Matrix
Required Modules
transformerstorchdatasetsacceleratesentencepiece
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: transformers-bio-nlp Download link: https://github.com/jaechang-hits/SciAgent-Skills/archive/main.zip#transformers-bio-nlp Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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