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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

ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games EMNLP 2023
Generating Data for Symbolic Language with Large Language Models EMNLP 2023
HiddenTables and PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies EMNLP 2023
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation EMNLP 2023
Symbolic Planning and Code Generation for Grounded Dialogue EMNLP 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023
Python Code Generation by Asking Clarification Questions ACL 2023
Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation EMNLP 2023
Data Augmentation for Code Translation with Comparable Corpora and Multiple References EMNLP 2023
Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023
TSTR: Target Similarity Tuning Meets the Real World EMNLP 2023
Natural Language to Code Generation in Interactive Data Science Notebooks ACL 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation EMNLP 2023
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023
MiniChain: A Small Library for Coding with Large Language Models EMNLP 2023
Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023
Multi-target Backdoor Attacks for Code Pre-trained Models ACL 2023
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023
Is GPT-4 a Good Data Analyst? EMNLP 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023
Large Language Models of Code Fail at Completing Code with Potential Bugs NIPS 2023
ReCode: Robustness Evaluation of Code Generation Models ACL 2023
Exploring Continual Learning for Code Generation Models ACL 2023