research-paper-writing

Automate machine learning research paper writing by using a skill that handles literature review, experiment design, result analysis, and drafting. It searches citation databases and generates structured drafts directly from your experimental results.

Yes, you can search academic papers on arXiv and Semantic Scholar for a literature review. The skill queries these platforms to efficiently search, gather, and organize relevant literature for your AI research.

Perform statistical analysis and visualize machine learning experiment results using the integrated SciPy and NumPy libraries. The skill processes raw data and generates publication-quality plots using matplotlib and SciencePlots.

Generate a draft paper from NLP experiment data by running the skill's automated drafting component. It synthesizes your analyzed results and organized literature into a structured document with all necessary academic sections.

Yes, the research paper writing skill requires specific Python dependencies including semanticscholar, arxiv, habanero, scipy, numpy, matplotlib, and SciencePlots to handle citations, data analysis, and plot generation.

Manage citations using Crossref APIs when writing an academic paper through the habanero dependency. The skill utilizes this library to automate fetching and formatting reference data accurately during the drafting process.