academic-research-excellence
🎓 Academic Research Excellence
This skill provides a framework for conducting and documenting high-quality academic research, specifically focused on Computer Science and AI.
📚 1. Literature Review
- Search Strategy: Use Google Scholar, IEEE Xplore, and arXiv.
- Synthesis: Don't just list papers; synthesize them to identify gaps in current research.
- Reference Management: Use BibTeX for citations.
🔬 2. Methodology
- Problem Statement: Clearly define the research problem.
- Experimental Design: Ensure experiments are reproducible.
- Metrics: Use standard metrics (Accuracy, F1-score, MAE, etc.) relevant to the field.
📝 3. Technical Writing
- Structure: Abstract, Introduction, Related Work, Methodology, Results, Discussion, Conclusion.
- Clarity: Use precise language. Avoid "very", "basically", and "actually".
- Visuals: Every table and figure must have a caption and be referenced in the text.
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