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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

DocPilot: Copilot for Automating PDF Edit Workflows in Documents ACL 2024
The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations? ACL 2024
CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow ACL 2024
HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position ACL 2024
On Improving Repository-Level Code QA for Large Language Models ACL 2024
InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024
The Program Testing Ability of Large Language Models for Code EMNLP 2024
PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs EMNLP 2024
Adapting LLMs for Structured Natural Language API Integration EMNLP 2024
CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code EMNLP 2024
Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models EMNLP 2024
Learning to Reason via Program Generation, Emulation, and Search NIPS 2024
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering NIPS 2024
Beyond Code: Evaluate Thought Steps for Complex Code Generation COLING 2024
Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs COLING 2024
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages NIPS 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NIPS 2024
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NIPS 2024
ComBack: A Versatile Dataset for Enhancing Compiler Backend Development Efficiency NIPS 2024
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models NIPS 2024
IaC-Eval: A Code Generation Benchmark for Cloud Infrastructure-as-Code Programs NIPS 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models NIPS 2024
Discrete Flow Matching NIPS 2024
Repository-Level Prompt Generation for Large Language Models of Code ICML 2023
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code EMNLP 2023