Large Language Models Should Ask Clarifying Questions to Increase Confidence in Generated Code Aug 25, 2023 Code Generation
— Unverified Code Llama: Open Foundation Models for Code Aug 24, 2023 16k Code Generation
Code Code Available Benchmarking Causal Study to Interpret Large Language Models for Source Code Aug 23, 2023 Benchmarking Causal Inference
— Unverified HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification Aug 23, 2023 Code Generation Person Re-Identification
— Unverified Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models Aug 21, 2023 Code Generation In-Context Learning
Code Code Available Can ChatGPT replace StackOverflow? A Study on Robustness and Reliability of Large Language Model Code Generation Aug 20, 2023 Code Generation Language Modeling
Code Code Available Inductive-bias Learning: Generating Code Models with Large Language Model Aug 19, 2023 Code Generation In-Context Learning
Code Code Available CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Aug 17, 2023 Code Generation Few-Shot Learning
— Unverified OctoPack: Instruction Tuning Code Large Language Models Aug 14, 2023 Code Generation Code Repair
Code Code Available Case Study: Using AI-Assisted Code Generation In Mobile Teams Aug 9, 2023 Code Generation Management
Code Code Available A Comparative Study of Code Generation using ChatGPT 3.5 across 10 Programming Languages Aug 8, 2023 Code Generation
— Unverified An Empirical Study of AI-based Smart Contract Creation Aug 5, 2023 Code Generation
— Unverified Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks Aug 4, 2023 Code Generation Data Poisoning
Code Code Available ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation Aug 3, 2023 Class-level Code Generation Code Generation
Code Code Available MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework Aug 1, 2023 Code Generation
Code Code Available VeriGen: A Large Language Model for Verilog Code Generation Jul 28, 2023 Code Generation Language Modeling
— Unverified PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback Jul 27, 2023 Code Generation HumanEval
— Unverified FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios Jul 25, 2023 Code Generation Fact Checking
Code Code Available How Does Naming Affect LLMs on Code Analysis Tasks? Jul 24, 2023 Code Generation Language Modelling
— Unverified A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Jul 24, 2023 Code Generation Denoising
— Unverified Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa Jul 20, 2023 Code Generation Prompt Engineering
— Unverified Code Detection for Hardware Acceleration Using Large Language Models Jul 19, 2023 Code Generation
— Unverified Llama 2: Open Foundation and Fine-Tuned Chat Models Jul 18, 2023 Arithmetic Reasoning
Code Code Available How is ChatGPT's behavior changing over time? Jul 18, 2023 Code Generation Language Modelling
Code Code Available FRANC: A Lightweight Framework for High-Quality Code Generation Jul 17, 2023 Code Generation Prompt Engineering
— Unverified Extending the Frontier of ChatGPT: Code Generation and Debugging Jul 17, 2023 Code Generation Question Answering
— Unverified Using an LLM to Help With Code Understanding Jul 17, 2023 Code Generation Language Modelling
— Unverified Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models Jul 16, 2023 Code Generation Hallucination
— Unverified Model Card and Evaluations for Claude Models Jul 11, 2023 Arithmetic Reasoning Bug fixing
— Unverified Lightweight reranking for language model generations Jul 11, 2023 Code Generation Language Modeling
— Unverified Explaining Competitive-Level Programming Solutions using LLMs Jul 11, 2023 Code Generation Explanation Generation
— Unverified ChatGPT for Digital Forensic Investigation: The Good, The Bad, and The Unknown Jul 10, 2023 Anomaly Detection Code Generation
Code Code Available Code Generation for Machine Learning using Model-Driven Engineering and SysML Jul 10, 2023 Code Generation
Code Code Available Entity Identifier: A Natural Text Parsing-based Framework For Entity Relation Extraction Jul 10, 2023 Code Generation Diversity
— Unverified Model-Driven Engineering Method to Support the Formalization of Machine Learning using SysML Jul 10, 2023 Code Generation
— Unverified RLTF: Reinforcement Learning from Unit Test Feedback Jul 10, 2023 Code Generation mbpp
Code Code Available Copilot for Xcode: Exploring AI-Assisted Programming by Prompting Cloud-based Large Language Models Jul 8, 2023 Code Generation Prompt Engineering
— Unverified QIGen: Generating Efficient Kernels for Quantized Inference on Large Language Models Jul 7, 2023 Code Generation CPU
Code Code Available Large Language Models Empowered Autonomous Edge AI for Connected Intelligence Jul 6, 2023 Code Generation Federated Learning
— Unverified Exploring Continual Learning for Code Generation Models Jul 5, 2023 Code Generation Continual Learning
Code Code Available Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review Jul 4, 2023 Clone Detection Code Completion
— Unverified From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy Jul 3, 2023 Code Generation Malware Detection
— Unverified Stay on topic with Classifier-Free Guidance Jun 30, 2023 Code Generation Common Sense Reasoning
— Unverified MyCrunchGPT: A chatGPT assisted framework for scientific machine learning Jun 27, 2023 Code Generation Geophysics
— Unverified InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback Jun 26, 2023 Benchmarking Code Generation
Code Code Available Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets Jun 26, 2023 Code Generation Language Modelling
— Unverified Exploring the Robustness of Large Language Models for Solving Programming Problems Jun 26, 2023 Code Generation
— Unverified (Security) Assertions by Large Language Models Jun 24, 2023 Code Generation
— Unverified Textbooks Are All You Need Jun 20, 2023 All Code Generation
— Unverified Guiding Language Models of Code with Global Context using Monitors Jun 19, 2023 Code Completion Code Generation
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