conftrace_

code generation

781 papers

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CG

Co-occurring keywords · papers mentioning both

large language model (384) benchmark evaluation (55) program synthesis (53) language model (47) reinforcement learning (34) retrieval-augmented generation (33) instruction tuning (32) software engineering (32) semantic parsing (31) multi-agent system (30)

Papers

LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024 Language-to-Code Translation with a Single Labeled Example EMNLP 2024 LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models ICLR 2024 Learning to Reason via Program Generation, Emulation, and Search NeurIPS 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code NeurIPS 2024 Lemur: Harmonizing Natural Language and Code for Language Agents ICLR 2024 LETI: Learning to Generate from Textual Interactions NAACL 2024 Lightweight reranking for language model generations ACL 2024 LLaMA Pro: Progressive LLaMA with Block Expansion ACL 2024 Llemma: An Open Language Model for Mathematics ICLR 2024 LLM4Decompile: Decompiling Binary Code with Large Language Models EMNLP 2024 LLM-Assisted Code Cleaning For Training Accurate Code Generators ICLR 2024 MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution NeurIPS 2024 MapCoder: Multi-Agent Code Generation for Competitive Problem Solving ACL 2024 MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning ICLR 2024 MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024 Mercury: A Code Efficiency Benchmark for Code Large Language Models NeurIPS 2024 Middle Code Prediction: Enhancing Code Generation for Uncommon Programming Languages in Robotics ACML 2024 MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems EMNLP 2024 MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning ACL 2024 MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024 NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024 NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries EACL 2024 OctoPack: Instruction Tuning Code Large Language Models ICLR 2024 One-to-many testing for code generation from (just) natural language EMNLP 2024