MBPP

Dataset Card for Mostly Basic Python Problems (mbpp) Dataset Summary The benchmark consists of around 1,000 crowd-sourced Python programming problems, designed to be solvable by entry level programmers, covering programming fundamentals, standard library functionality, and so on. Each problem consists of a task descrip

Papers using MBPP (13)

Domain-Adaptable Reinforcement Learning for Code Generation with Dense Rewards2026RL with Learnable Textual Feedback: A Bilevel Approach2026ACECODER: Acing Coder RL via Automated Test-Case Synthesis2025 · 3 citesSLIM-RL: Risk-Budgeted Random-Masking RL for Diffusion LLMs Without Trajectory Slicing2026PopuLoRA: Co-Evolving LLM Populations for Reasoning Self-Play2026Beyond Execution: Static-Analysis Rewards and Hint-Conditioned Diffusion RL for Code Generation2026MIST-RL: Mutation-based Incremental Suite Testing via Reinforcement Learning2026ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning2026Execution-Grounded Credit Assignment for GRPO in Code Generation2026Beyond KL Divergence: Policy Optimization with Flexible Bregman Divergences for LLM Reasoning2026Reinforcement Learning-Guided Chain-of-Draft for Token-Efficient Code Generation2025FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system2024Policy Filtration for RLHF to Mitigate Noise in Reward Models2024