Interactive Code Generation via Test-Driven User-Intent Formalization Aug 11, 2022 Code Generation HumanEval
— Unverified Out of the BLEU: how should we assess quality of the Code Generation models? Aug 5, 2022 Code Generation Machine Translation
Code Code Available Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution Aug 4, 2022 Attribute Code Generation
— Unverified Language Models Can Teach Themselves to Program Better Jul 29, 2022 Code Generation
Code Code Available A Hazard Analysis Framework for Code Synthesis Large Language Models Jul 25, 2022 Code Generation Language Modeling
— Unverified PanGu-Coder: Program Synthesis with Function-Level Language Modeling Jul 22, 2022 Code Generation Decoder
Code Code Available CodeT: Code Generation with Generated Tests Jul 21, 2022 Code Generation HumanEval
Code Code Available AutoDiCE: Fully Automated Distributed CNN Inference at the Edge Jul 20, 2022 Code Generation image-classification
Code Code Available DocPrompting: Generating Code by Retrieving the Docs Jul 13, 2022 Code Generation
Code Code Available Constrained Training of Neural Networks via Theorem Proving Jul 8, 2022 Automated Theorem Proving Code Generation
— Unverified Securing Optimized Code Against Power Side Channels Jul 6, 2022 Code Generation Compiler Optimization
— Unverified CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Jul 5, 2022 Code Generation Decoder
Code Code Available SVSHI: Secure and Verified Smart Home Infrastructure Jun 23, 2022 Code Generation
— Unverified 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified UI Layers Merger: Merging UI layers via Visual Learning and Boundary Prior Jun 18, 2022 Code Generation Data Augmentation
Code Code Available NatGen: Generative pre-training by "Naturalizing" source code Jun 15, 2022 Code Generation Code Translation
Code Code Available CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation Jun 14, 2022 Code Generation Library-Oriented Code Generation
Code Code Available StructCoder: Structure-Aware Transformer for Code Generation Jun 10, 2022 Code Generation Code Translation
Code Code Available Fault-Aware Neural Code Rankers Jun 4, 2022 Code Generation HumanEval
Code Code Available Code Generation Tools (Almost) for Free? A Study of Few-Shot, Pre-Trained Language Models on Code Jun 2, 2022 Code Generation Few-Shot Learning
— Unverified CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models May 31, 2022 Code Generation Code Translation
Code Code Available Transformer with Tree-order Encoding for Neural Program Generation May 30, 2022 Code Generation Decoder
Code Code Available Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages May 23, 2022 Code Generation Code Summarization
Code Code Available Self-Programming Artificial Intelligence Using Code-Generating Language Models Apr 30, 2022 Code Generation Language Modeling
— Unverified Genetic Improvement in the Shackleton Framework for Optimizing LLVM Pass Sequences Apr 28, 2022 Code Generation
— Unverified Natural Language to Code Translation with Execution Apr 25, 2022 Code Generation Code Translation
Code Code Available Facilitating automated conversion of scientific knowledge into scientific simulation models with the Machine Assisted Generation, Calibration, and Comparison (MAGCC) Framework Apr 21, 2022 Code Generation
— Unverified SymForce: Symbolic Computation and Code Generation for Robotics Apr 17, 2022 Code Generation Math
Code Code Available InCoder: A Generative Model for Code Infilling and Synthesis Apr 12, 2022 Code Generation Comment Generation
Code Code Available Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback Apr 12, 2022 Code Generation Out of Distribution (OOD) Detection
Code Code Available PaLM: Scaling Language Modeling with Pathways Apr 5, 2022 Auto Debugging Code Generation
Code Code Available Can NMT Understand Me? Towards Perturbation-based Evaluation of NMT Models for Code Generation Mar 29, 2022 Code Generation Machine Translation
— Unverified Flexible development and evaluation of machine-learning-supported optimal control and estimation methods via HILO-MPC Mar 25, 2022 BIG-bench Machine Learning Code Generation
— Unverified CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis Mar 25, 2022 Code Generation HumanEval
Code Code Available MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Mar 16, 2022 Code Generation Code Summarization
Code Code Available Compilable Neural Code Generation with Compiler Feedback Mar 10, 2022 Code Completion Code Generation
— Unverified Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers Mar 8, 2022 2D Semantic Segmentation 3D Reconstruction
— Unverified The impact of lexical and grammatical processing on generating code from natural language Feb 28, 2022 Code Generation Code Translation
Code Code Available Capturing Failures of Large Language Models via Human Cognitive Biases Feb 24, 2022 Code Generation
— Unverified GPT-based Open-Ended Knowledge Tracing Feb 21, 2022 Code Generation Knowledge Tracing
Code Code Available Code Generation for Unknown Libraries via Reading API Documentations Feb 16, 2022 Code Generation Decoder
— Unverified Competition-Level Code Generation with AlphaCode Feb 8, 2022 Code Generation
Code Code Available Can We Generate Shellcodes via Natural Language? An Empirical Study Feb 8, 2022 Code Generation Machine Translation
Code Code Available Synchromesh: Reliable code generation from pre-trained language models Jan 26, 2022 Code Generation Language Modeling
Code Code Available LaMDA: Language Models for Dialog Applications Jan 20, 2022 Code Generation Information Retrieval
— Unverified GAP-Gen: Guided Automatic Python Code Generation Jan 19, 2022 Code Generation
Code Code Available Discovering Non-Monotonic Autoregressive Ordering for Text Generation Models using Sinkhorn Distributions Jan 17, 2022 Code Generation Decoder
— Unverified Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages Jan 16, 2022 Code Generation Code Summarization
— Unverified Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing Jan 16, 2022 Code Generation Knowledge Distillation
— Unverified Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation Jan 14, 2022 Code Generation CPU
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