Scientific Text Mining Nlp

Text mining and NLP

Text mining and NLP skill. Scientific text mining, named entity recognition, relation extraction, topic modeling, and biomedical NLP pipelines.

Use This Skill When

• Scientific text mining.
• Named entity recognition.
• Relation extraction.
• Topic modeling.
• Biomedical NLP pipelines.

Required Inputs

• Research objective, decision target, or hypothesis.
• Available data, source constraints, and domain assumptions.
• Required outputs, success metrics, and deadline or reproducibility constraints.

Workflow

1. Confirm scope, assumptions, and the exact artifact set to save.
2. Apply the narrowest domain method that answers the request with defensible evidence.
3. Save code, tables, figures, and intermediate outputs to files instead of chat-only output.