code generation

ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NeurIPS 2024 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 Adapting LLMs for Structured Natural Language API Integration EMNLP 2024 AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NeurIPS 2024 AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation EMNLP 2024 Analyzing the Performance of Large Language Models on Code Summarization COLING 2024 Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024 AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents ACL 2024 ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024 AST-T5: Structure-Aware Pretraining for Code Generation and Understanding ICML 2024 A Survey on Natural Language Processing for Programming COLING 2024 Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain ICLR 2024 Beyond Code: Evaluate Thought Steps for Complex Code Generation COLING 2024 BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 2024 Can docstring reformulation with an LLM improve code generation? EACL 2024 Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models NeurIPS 2024 Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation AAAI 2024 Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? NeurIPS 2024 CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing EMNLP 2024 CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024 Code as Reward: Empowering Reinforcement Learning with VLMs ICML 2024 CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules ICLR 2024 CodeFort: Robust Training for Code Generation Models EMNLP 2024 CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow ACL 2024 CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code EMNLP 2024