Rigourous evaluation of LLM-synthesized code - NeurIPS 2023 & COLM 2024
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Oct 2, 2025 - Python
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program-synthesis
Here are 76 public repositories matching this topic...
A Dataset of Python Challenges for AI Research
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Apr 24, 2024 - Python
APPS: Automated Programming Progress Standard (NeurIPS 2021)
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Jun 19, 2024 - Python
multilspy is a lsp client library in Python intended to be used to build applications around language servers.
ai code-analysis language-server-protocol program-synthesis artificial-intelligence transformer code-generation codegen code-completion lsp neurips language-server-client lsp-client huggingface-transformers large-language-models ai4code llm large-language-model neurips-2023
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Sep 3, 2025 - Python
[ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI
agent benchmark program-synthesis gemini code-generation agents tool-use instruction-following gpt-4 large-language-models llm chatgpt function-calling deepseek claude-3
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Oct 15, 2025 - Python
A relation-aware semantic parsing model from English to SQL
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Aug 22, 2023 - Python
Code for Parsel 🐍 - generate complex programs with language models
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Sep 17, 2023 - Python
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
reinforcement-learning deep-learning tensorflow deep-reinforcement-learning program-synthesis rnn semantic-parsing
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Nov 21, 2022 - Python
🌌️Fuzz4All: Universal Fuzzing with Large Language Models
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Aug 11, 2025 - Python
Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.
ai code-analysis language-server-protocol program-synthesis artificial-intelligence dataset transformer code-generation codegen code-completion lsp neurips language-server-client lsp-client huggingface-transformers large-language-models ai4code llm neurips-2023
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Aug 8, 2024 - Python
An inductive logic programming system
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Sep 30, 2025 - Python
A Python framework for program synthesis with a focus on Automated Machine Learning.
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May 30, 2025 - Python
[ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models
program-synthesis symbolic-regression scientific-discovery equation-discovery ai4science large-language-models ai4code ai4math llm-agent
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Jul 31, 2025 - Python
Repilot, a patch generation tool introduced in the ESEC/FSE'23 paper "Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair"
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Oct 9, 2023 - Python
A Pair Programming Framework for Code Generation via Multi-Plan Exploration and Feedback-Driven Refinement, ASE 2024 (Distinguished Paper Award)
program-synthesis code-generation multi-agent-system pair-programing large-language-models llm-agent
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Nov 29, 2024 - Python
Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)
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Sep 1, 2019 - Python
An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim
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Mar 24, 2023 - Python
Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform human-designed algorithms
program-synthesis knowledge-distillation inductive-logic-programming domain-adaptation explainable-ai interpretable distilling neurosymbolic model-distillation out-of-distribution-generalization mechanistic-interpretability
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Feb 20, 2024 - Python
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