code generation

Self-Infilling Code Generation ICML 2024 SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NeurIPS 2024 Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024 Solving Data-centric Tasks using Large Language Models NAACL 2024 Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NeurIPS 2024 SpreadNaLa: A Naturalistic Code Generation Evaluation Dataset of Spreadsheet Formulas COLING 2024 StackEval: Benchmarking LLMs in Coding Assistance NeurIPS 2024 StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback ACL 2024 StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024 Students’ Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming AAAI 2024 SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories EMNLP 2024 SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering NeurIPS 2024 SWE-bench: Can Language Models Resolve Real-world Github Issues? ICLR 2024 SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NeurIPS 2024 Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages NeurIPS 2024 Teaching Large Language Models to Self-Debug ICLR 2024 TeleChat: An Open-source Billingual Large Language Model ACL 2024 Testing the Effect of Code Documentation on Large Language Model Code Understanding NAACL 2024 The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations? ACL 2024 The Program Testing Ability of Large Language Models for Code EMNLP 2024 Towards Automatic Composition of ASP Programs from Natural Language Specifications IJCAI 2024 UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback NAACL 2024 UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024 Virtual Compiler Is All You Need For Assembly Code Search ACL 2024 WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ACL 2024