Code Execution with Pre-trained Language Models May 8, 2023 Code Generation Code Search
— Unverified Self-Edit: Fault-Aware Code Editor for Code Generation May 6, 2023 Code Generation HumanEval
Code Code Available Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation May 2, 2023 Code Generation HumanEval
Code Code Available Automated Code generation for Information Technology Tasks in YAML through Large Language Models May 2, 2023 Code Generation
— Unverified Using Large Language Models to Generate JUnit Tests: An Empirical Study Apr 30, 2023 Code Generation HumanEval
Code Code Available Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation Apr 28, 2023 Code Generation Language Modeling
Code Code Available MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks Apr 28, 2023 AutoML Code Generation
Code Code Available ICE-Score: Instructing Large Language Models to Evaluate Code Apr 27, 2023 Code Generation Machine Translation
Code Code Available AI-assisted coding: Experiments with GPT-4 Apr 25, 2023 Code Generation
Code Code Available Semantic Compression With Large Language Models Apr 25, 2023 Code Generation Information Retrieval
— Unverified Is ChatGPT the Ultimate Programming Assistant -- How far is it? Apr 24, 2023 Code Generation Code Summarization
— Unverified Stochastic Code Generation Apr 14, 2023 Code Generation Decoder
— Unverified Self Optimisation and Automatic Code Generation by Evolutionary Algorithms in PLC based Controlling Processes Apr 12, 2023 Code Generation Evolutionary Algorithms
— Unverified Teaching Large Language Models to Self-Debug Apr 11, 2023 Code Generation Language Modeling
Code Code Available Tensor Slicing and Optimization for Multicore NPUs Apr 6, 2023 Code Generation Compiler Optimization
— Unverified "It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers Apr 5, 2023 Code Generation
— Unverified AceCoder: Utilizing Existing Code to Enhance Code Generation Mar 31, 2023 Code Generation mbpp
— Unverified CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X Mar 30, 2023 Benchmarking Code Generation
Code Code Available TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs Mar 29, 2023 Code Generation Common Sense Reasoning
— Unverified GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization Mar 29, 2023 Code Generation CPU
Code Code Available Improving Code Generation by Training with Natural Language Feedback Mar 28, 2023 Code Generation Imitation Learning
Code Code Available Can Large Language Models assist in Hazard Analysis? Mar 25, 2023 Code Generation
— Unverified JaCoText: A Pretrained Model for Java Code-Text Generation Mar 22, 2023 Code Generation Text Generation
— Unverified PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing Mar 20, 2023 Code Generation Language Modeling
— Unverified Exploring Distributional Shifts in Large Language Models for Code Analysis Mar 16, 2023 Code Generation Code Summarization
— Unverified Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language Mar 16, 2023 Code Generation Decoder
— Unverified LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations Mar 16, 2023 Code Completion Code Generation
Code Code Available VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation Mar 15, 2023 Code Generation Denoising
Code Code Available Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems Mar 15, 2023 Code Generation CPU
— Unverified GPT-4 Technical Report Mar 15, 2023 answerability prediction Arithmetic Reasoning
Code Code Available ViperGPT: Visual Inference via Python Execution for Reasoning Mar 14, 2023 Code Generation Video Question Answering
Code Code Available AMOM: Adaptive Masking over Masking for Conditional Masked Language Model Mar 13, 2023 Code Generation Decoder
Code Code Available A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Mar 12, 2023 Code Generation Language Modeling
Code Code Available Planning with Large Language Models for Code Generation Mar 9, 2023 Code Generation Language Modelling
— Unverified Greener yet Powerful: Taming Large Code Generation Models with Quantization Mar 9, 2023 Code Generation Code Summarization
— Unverified Does Synthetic Data Generation of LLMs Help Clinical Text Mining? Mar 8, 2023 Code Generation named-entity-recognition
— Unverified Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions Mar 8, 2023 Blocking Code Generation
— Unverified EvoPrompting: Language Models for Code-Level Neural Architecture Search Feb 28, 2023 Code Generation Efficient Neural Network
— Unverified LLaMA: Open and Efficient Foundation Language Models Feb 27, 2023 Arithmetic Reasoning Code Generation
Code Code Available Learning Deep Semantics for Test Completion Feb 20, 2023 Code Completion Code Generation
Code Code Available PAC Prediction Sets for Large Language Models of Code Feb 17, 2023 Code Generation Prediction
Code Code Available LEVER: Learning to Verify Language-to-Code Generation with Execution Feb 16, 2023 Arithmetic Reasoning Code Generation
Code Code Available Learning Performance-Improving Code Edits Feb 15, 2023 Code Generation Code Repair
Code Code Available Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code Feb 10, 2023 Code Generation
Code Code Available Large Language Models for Code: Security Hardening and Adversarial Testing Feb 10, 2023 Code Generation Program Synthesis
Code Code Available CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models Feb 8, 2023 Code Generation
— Unverified A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Feb 8, 2023 Code Generation Hallucination
Code Code Available A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech Feb 8, 2023 Code Generation Diversity
Code Code Available Exploring Data Augmentation for Code Generation Tasks Feb 5, 2023 Code Generation Code Summarization
Code Code Available 