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code generation

699 papers

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Also known as

NL2CODE CG

Co-occurring keywords

large language model (12755) benchmark evaluation (1539) program synthesis (231) language model (4573) question answering (2904) semantic parsing (955) in-context learning (1369) multi-agent system (1743) tabular datum (221) retrieval-augmented generation (1459)

Papers

CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models ICML 2023
API-Assisted Code Generation for Question Answering on Varied Table Structures EMNLP 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution ICML 2023
PAC Prediction Sets for Large Language Models of Code ICML 2023
R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents ICML 2023
Better Language Models of Code through Self-Improvement ACL 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ACL 2023
Aligning Offline Metrics and Human Judgments of Value for Code Generation Models ACL 2023
Code Execution with Pre-trained Language Models ACL 2023
AVATAR: A Parallel Corpus for Java-Python Program Translation ACL 2023
Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation EMNLP 2023
Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis EMNLP 2023
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models EMNLP 2023
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought NIPS 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation NIPS 2023
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers NIPS 2023
Co-evolving data-driven and NLU-driven Synthesizers for Generating Code in Domain Growth and Data Scarcity EMNLP 2023
Execution-Based Evaluation for Open-Domain Code Generation EMNLP 2023
Repair Is Nearly Generation: Multilingual Program Repair with LLMs AAAI 2023
On Sample-Efficient Code Generation EMNLP 2023
Self-Edit: Fault-Aware Code Editor for Code Generation ACL 2023
Exploring Distributional Shifts in Large Language Models for Code Analysis EMNLP 2023
Fault-Aware Neural Code Rankers NIPS 2022
Boosting Code Summarization by Embedding Code Structures COLING 2022