← 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

Solving Data-centric Tasks using Large Language Models NAACL 2024
Testing the Effect of Code Documentation on Large Language Model Code Understanding NAACL 2024
FLAME: A Small Language Model for Spreadsheet Formulas AAAI 2024
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation EMNLP 2024
AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation EMNLP 2024
LLM4Decompile: Decompiling Binary Code with Large Language Models EMNLP 2024
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024
How Do Humans Write Code? Large Models Do It the Same Way Too EMNLP 2024
MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024
Do Text-to-Vis Benchmarks Test Real Use of Visualisations? EMNLP 2024
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024
PECC: Problem Extraction and Coding Challenges COLING 2024
JumpCoder: Go Beyond Autoregressive Coder via Online Modification ACL 2024
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024
Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement ACL 2024
Competition-Level Problems are Effective LLM Evaluators ACL 2024
OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models ACL 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation ACL 2024
CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024
TeleChat: An Open-source Billingual Large Language Model ACL 2024