Execution-based Code Generation using Deep Reinforcement Learning Jan 31, 2023 Code Completion Code Generation
Code Code Available SantaCoder: don't reach for the stars! Jan 9, 2023 Code Generation PII Redaction
Code Code Available oneDNN Graph Compiler: A Hybrid Approach for High-Performance Deep Learning Compilation Jan 3, 2023 Code Generation Compiler Optimization
— Unverified Generation-Augmented Query Expansion For Code Retrieval Dec 20, 2022 Code Generation Retrieval
— Unverified Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions Dec 20, 2022 Automated Theorem Proving Code Generation
Code Code Available ReCode: Robustness Evaluation of Code Generation Models Dec 20, 2022 Code Generation HumanEval
Code Code Available Execution-Based Evaluation for Open-Domain Code Generation Dec 20, 2022 Code Generation Memorization
Code Code Available Natural Language to Code Generation in Interactive Data Science Notebooks Dec 19, 2022 Code Generation Diversity
— Unverified Python Code Generation by Asking Clarification Questions Dec 19, 2022 Code Generation Language Modeling
Code Code Available Benchmarking Large Language Models for Automated Verilog RTL Code Generation Dec 13, 2022 Benchmarking Code Generation
Code Code Available Prompting Is Programming: A Query Language for Large Language Models Dec 12, 2022 Code Generation Language Modeling
Code Code Available UI Layers Group Detector: Grouping UI Layers via Text Fusion and Box Attention Dec 7, 2022 Code Generation Data Augmentation
— Unverified Integration of a systolic array based hardware accelerator into a DNN operator auto-tuning framework Dec 6, 2022 Code Generation
— Unverified Programming Is Hard -- Or at Least It Used to Be: Educational Opportunities And Challenges of AI Code Generation Dec 2, 2022 Code Generation Position
Code Code Available Explicit Knowledge Transfer for Weakly-Supervised Code Generation Nov 30, 2022 Code Generation Few-Shot Learning
— Unverified Coder Reviewer Reranking for Code Generation Nov 29, 2022 Code Generation Language Modeling
Code Code Available Automatic code generation from low fidelity graphical user interface sketches using deep learning Nov 28, 2022 Code Generation
— Unverified MarianCG: a code generation transformer model inspired by machine translation Nov 22, 2022 Code Generation Code Translation
Code Code Available CLAWSAT: Towards Both Robust and Accurate Code Models Nov 21, 2022 Code Generation Code Summarization
Code Code Available Programming by Example and Text-to-Code Translation for Conversational Code Generation Nov 21, 2022 Code Generation Code Translation
— Unverified DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation Nov 18, 2022 Code Generation Memorization
Code Code Available Execution-based Evaluation for Data Science Code Generation Models Nov 17, 2022 Code Generation Form
Code Code Available Evaluating How Fine-tuning on Bimodal Data Effects Code Generation Nov 15, 2022 Code Generation HumanEval
Code Code Available Steps towards prompt-based creation of virtual worlds Nov 10, 2022 Code Generation
— Unverified SecurityEval Dataset: Mining Vulnerability Examples to Evaluate Machine Learning-Based Code Generation Techniques Nov 9, 2022 Code Generation
Code Code Available CodePAD: Sequence-based Code Generation with Pushdown Automaton Nov 2, 2022 Code Generation mbpp
Code Code Available Exploring Effects of Computational Parameter Changes to Image Recognition Systems Nov 1, 2022 Autonomous Driving Code Generation
— Unverified When Language Model Meets Private Library Oct 31, 2022 Code Generation Language Modeling
Code Code Available A Simple, Yet Effective Approach to Finding Biases in Code Generation Oct 31, 2022 Causal Language Modeling Code Generation
— Unverified Aligning Offline Metrics and Human Judgments of Value for Code Generation Models Oct 29, 2022 Code Generation
— Unverified Multi-lingual Evaluation of Code Generation Models Oct 26, 2022 Code Completion Code Generation
Code Code Available Synthetic Data Supervised Salient Object Detection Oct 25, 2022 Code Generation Object
Code Code Available Code4Struct: Code Generation for Few-Shot Event Structure Prediction Oct 23, 2022 Code Generation Event Argument Extraction
Code Code Available PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance Oct 17, 2022 Code Generation Conversational Question Answering
Code Code Available Language Models of Code are Few-Shot Commonsense Learners Oct 13, 2022 Code Generation
Code Code Available Follow-up Attention: An Empirical Study of Developer and Neural Model Code Exploration Oct 11, 2022 Code Generation
Code Code Available SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models Oct 10, 2022 Code Generation Out-of-Distribution Generalization
Code Code Available ContraCLM: Contrastive Learning For Causal Language Model Oct 3, 2022 Code Generation Code Search
Code Code Available Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing Oct 1, 2022 Code Generation Knowledge Distillation
— Unverified CodeDSI: Differentiable Code Search Oct 1, 2022 Code Generation Code Search
— Unverified T5QL: Taming language models for SQL generation Sep 21, 2022 Code Generation Re-Ranking
— Unverified Selective Annotation Makes Language Models Better Few-Shot Learners Sep 5, 2022 Code Generation In-Context Learning
Code Code Available Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables Sep 4, 2022 Code Generation
— Unverified A rapid-prototype MPC tool based on gPROMS platform Aug 31, 2022 C++ code Code Generation
— Unverified Exploring and Evaluating Personalized Models for Code Generation Aug 29, 2022 Code Generation Natural Language Understanding
— Unverified FuncFooler: A Practical Black-box Attack Against Learning-based Binary Code Similarity Detection Methods Aug 26, 2022 Adversarial Robustness Code Generation
— Unverified Incorporating Domain Knowledge through Task Augmentation for Front-End JavaScript Code Generation Aug 22, 2022 Code Generation
— Unverified Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code Generation Aug 22, 2022 Code Generation Position
— Unverified MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation Aug 17, 2022 Benchmarking Code Generation
Code Code Available ULDGNN: A Fragmented UI Layer Detector Based on Graph Neural Networks Aug 13, 2022 Code Generation
— Unverified 