← Keywords

code generation

699 papers

Explore in graph

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

Code-Style In-Context Learning for Knowledge-Based Question Answering AAAI 2024
ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024
Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ACL 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators ACL 2024
CodeM: Less Data Yields More Versatility via Ability Matrix ACL 2024
INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ACL 2024
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ACL 2024
DebugBench: Evaluating Debugging Capability of Large Language Models ACL 2024
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs ACL 2024
StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback ACL 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024
MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning ACL 2024
Eliciting Better Multilingual Structured Reasoning from LLMs through Code ACL 2024
Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion ACL 2024
BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 2024
ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories EMNLP 2024
DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP 2024
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data EMNLP 2024
ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness? EMNLP 2024
Free your mouse! Command Large Language Models to Generate Code to Format Word Documents EMNLP 2024
DocCGen: Document-based Controlled Code Generation EMNLP 2024
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing EMNLP 2024
Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities EMNLP 2024
CodeJudge: Evaluating Code Generation with Large Language Models EMNLP 2024