Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation
Paper
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2310.18628
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Published
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8
Coding
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ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation
Paper • 2311.00272 • Published • 11 -
Magicoder: Source Code Is All You Need
Paper • 2312.02120 • Published • 82 -
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Paper • 2312.04474 • Published • 34 -
OctoPack: Instruction Tuning Code Large Language Models
Paper • 2308.07124 • Published • 32 -
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
Paper • 2401.03003 • Published • 13 -
Code Representation Learning At Scale
Paper • 2402.01935 • Published • 13 -
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback
Paper • 2402.01391 • Published • 43 -
IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion
Paper • 2401.16637 • Published • 1 -
Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models
Paper • 2401.10716 • Published • 1 -
Multi-line AI-assisted Code Authoring
Paper • 2402.04141 • Published • 10