Code LLM Papers Guide

Overview

This curated collection covers LLMs for code — from foundational models (Codex, CodeGen, StarCoder) through code generation, completion, repair, translation, and understanding. Accompanies a TMLR survey paper providing systematic categorization. Tracks 500+ papers across pre-training, fine-tuning, evaluation, and application of code-focused language models.

Taxonomy