SEU-COIN/LLMPapers

Organizes 600+ peer-reviewed papers across 25+ specialized topics (reasoning, code generation, knowledge editing, federated learning, etc.) with hierarchical categorization and BibTeX entries. The collection uses automated bibtex parsing via Auto-Bibfile to generate the README from maintainer-curated `bibtex.bib` and `related_works.json` files, enabling scalable paper indexing. Covers foundational techniques (instruction tuning, RLHF, in-context learning) alongside emerging areas like chain-of-thought prompting, knowledge distillation, and continual learning for LLMs.

315 stars.