StarCoder: may the source be with you!
Paper • 2305.06161 • Published • 34
Coding Papers
There's usually interesting papers in the model cards on the leaderboard: https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard
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WizardCoder: Empowering Code Large Language Models with Evol-Instruct
Paper • 2306.08568 • Published • 34 -
SantaCoder: don't reach for the stars!
Paper • 2301.03988 • Published • 7 -
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
Paper • 2401.14196 • Published • 74 -
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
Paper • 2401.03003 • Published • 14 -
SPADE: Synthesizing Assertions for Large Language Model Pipelines
Paper • 2401.03038 • Published • 2 -
Code Llama: Open Foundation Models for Code
Paper • 2308.12950 • Published • 29 -
CodePlan: Repository-level Coding using LLMs and Planning
Paper • 2309.12499 • Published • 80 -
Automated Unit Test Improvement using Large Language Models at Meta
Paper • 2402.09171 • Published • 5 -
Evaluating Large Language Models Trained on Code
Paper • 2107.03374 • Published • 12 -
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
Paper • 2402.14658 • Published • 84 -
CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper • 2310.17680 • Published • 75 -
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills
Paper • 2306.07285 • Published • 2 -
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Paper • 2109.00859 • Published • 2 -
IntelliCode Compose: Code Generation Using Transformer
Paper • 2005.08025 • Published • 3 -
Code Completion using Neural Attention and Byte Pair Encoding
Paper • 2004.06343 • Published • 2 -
Guiding Language Models of Code with Global Context using Monitors
Paper • 2306.10763 • Published • 7 -
CodeEditorBench: Evaluating Code Editing Capability of Large Language Models
Paper • 2404.03543 • Published • 16 -
McEval: Massively Multilingual Code Evaluation
Paper • 2406.07436 • Published • 40 -
CodeV: Empowering LLMs for Verilog Generation through Multi-Level Summarization
Paper • 2407.10424 • Published • 13 -
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
Paper • 2408.03910 • Published • 18 -
To Code, or Not To Code? Exploring Impact of Code in Pre-training
Paper • 2408.10914 • Published • 45 -
Compiling C to Safe Rust, Formalized
Paper • 2412.15042 • Published • 1 -
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Paper • 2102.04664 • Published • 2