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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

CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023
Large Language Models Meet NL2Code: A Survey ACL 2023
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models AAAI 2023
ViperGPT: Visual Inference via Python Execution for Reasoning ICCV 2023
LongCoder: A Long-Range Pre-trained Language Model for Code Completion ICML 2023
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation ICML 2023
Exploring Data Augmentation for Code Generation Tasks EACL 2023
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages EACL 2023
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages EACL 2023
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex EACL 2023
Demonstrating Large Language Models on Robots RSS 2023
ANPL: Towards Natural Programming with Interactive Decomposition NIPS 2023
Uncovering and Quantifying Social Biases in Code Generation NIPS 2023
Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context NIPS 2023
ChatGPT as a Java Decompiler EMNLP 2023
From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions EMNLP 2023
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search EMNLP 2023
Exploring the Potential of Large Language Models in Generating Code-Tracing Questions for Introductory Programming Courses EMNLP 2023
Coder Reviewer Reranking for Code Generation ICML 2023
Improving Mathematics Tutoring With A Code Scratchpad ACL 2023
CodeFusion: A Pre-trained Diffusion Model for Code Generation EMNLP 2023
Modular Visual Question Answering via Code Generation ACL 2023
ContraCLM: Contrastive Learning For Causal Language Model ACL 2023
The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python ACL 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation ICML 2023