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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

C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code IJCNLP 2022
Natural Language to Code Translation with Execution EMNLP 2022
Improved Evaluation of Automatic Source Code Summarisation EMNLP 2022
SymForce: Symbolic Computation and Code Generation for Robotics RSS 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NIPS 2022
Capturing Failures of Large Language Models via Human Cognitive Biases NIPS 2022
BabelTower: Learning to Auto-parallelized Program Translation ICML 2022
Craft an Iron Sword: Dynamically Generating Interactive Game Characters by Prompting Large Language Models Tuned on Code NAACL 2022
Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach EMNLP 2022
CodeExp: Explanatory Code Document Generation EMNLP 2022
Human perceiving behavior modeling in evaluation of code generation models EMNLP 2022
When Language Model Meets Private Library EMNLP 2022
Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022
Less is More: Summary of Long Instructions is Better for Program Synthesis EMNLP 2022
Open-ended Knowledge Tracing for Computer Science Education EMNLP 2022
Language Models of Code are Few-Shot Commonsense Learners EMNLP 2022
Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022
Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing COLING 2022
The impact of lexical and grammatical processing on generating code from natural language ACL 2022
RACE: Retrieval-augmented Commit Message Generation EMNLP 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022
C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code AACL 2022
Lyra: A Benchmark for Turducken-Style Code Generation IJCAI 2022