Literature Collection
Reading notes on papers and cutting-edge literature: tracing the evolution of technology and digesting difficult papers into reusable knowledge.
Collected
- Paper Note Template — Standardized paper reading format
- Classic Papers — Important papers that laid the technical foundation
- LLM Frontiers — Latest advances in large language models
Planning Checklist
| Topic | Description | Status |
|---|---|---|
| Paper note template | Structured template of problem/motivation/method/experiments/limitations/implications | Planned |
| Classic papers | Attention Is All You Need, ResNet, BERT, etc. | Planned |
| LLM frontiers | Papers on InstructGPT, LoRA, RAG, Agent | Planned |
| Literature tracking methods | arXiv subscriptions, RSS, how to filter literature efficiently | Planned |
Writing Guidelines
- Note structure: One-sentence Contribution → Background & Problem → Method → Key Experiments → Limitations & Outlook → My Thoughts;
- Restate methods in your own words where possible, adding intuitive explanations of core formulas/architecture diagrams;
- Use relative links on this site when citing between papers, forming a literature network;
- File names use "year-abbreviation" (e.g.
2017-attention.md), and new files should be registered in theconfig.mjssidebar.