CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset Nov 11, 2023 C++ code Code Generation
— Unverified Analyzing Modular Approaches for Visual Question Decomposition Nov 10, 2023 Code Generation Visual Question Answering (VQA)
Code Code Available Testing LLMs on Code Generation with Varying Levels of Prompt Specificity Nov 10, 2023 Code Generation Specificity
— Unverified Retrieval-Augmented Code Generation for Universal Information Extraction Nov 6, 2023 Code Generation In-Context Learning
— Unverified Assessing the Promise and Pitfalls of ChatGPT for Automated Code Generation Nov 5, 2023 Code Generation Language Modeling
Code Code Available Can ChatGPT support software verification? Nov 4, 2023 Code Generation valid
— Unverified SALLM: Security Assessment of Generated Code Nov 1, 2023 Code Generation
— Unverified ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation Nov 1, 2023 Code Generation
— Unverified Data Augmentation for Code Translation with Comparable Corpora and Multiple References Nov 1, 2023 Code Generation Code Translation
Code Code Available Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design Oct 30, 2023 Code Generation Language Modeling
— Unverified Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation Oct 28, 2023 Code Generation HumanEval
Code Code Available TST^R: Target Similarity Tuning Meets the Real World Oct 26, 2023 Code Generation Sentence
— Unverified FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language Oct 26, 2023 Code Generation
— Unverified Symbolic Planning and Code Generation for Grounded Dialogue Oct 26, 2023 Code Generation
Code Code Available CodeFusion: A Pre-trained Diffusion Model for Code Generation Oct 26, 2023 Code Generation Denoising
— Unverified Exploring Large Language Models for Code Explanation Oct 25, 2023 Code Generation Code Summarization
— Unverified Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation Oct 25, 2023 Code Generation Code Repair
— Unverified AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5? Oct 24, 2023 Code Generation Fault localization
— Unverified API-Assisted Code Generation for Question Answering on Varied Table Structures Oct 23, 2023 Code Generation Question Answering
— Unverified Towards the Imagenets of ML4EDA Oct 16, 2023 Code Generation Data Augmentation
— Unverified Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation Oct 16, 2023 Code Generation HumanEval
— Unverified Let's reward step by step: Step-Level reward model as the Navigators for Reasoning Oct 16, 2023 Code Generation GSM8K
— Unverified Configuration Validation with Large Language Models Oct 15, 2023 Code Generation Few-Shot Learning
— Unverified Large Language Model-Aware In-Context Learning for Code Generation Oct 15, 2023 Code Generation Contrastive Learning
— Unverified GameGPT: Multi-agent Collaborative Framework for Game Development Oct 12, 2023 Code Generation Hallucination
— Unverified CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model Oct 10, 2023 Code Generation Code Translation
— Unverified Integrating Graphs with Large Language Models: Methods and Prospects Oct 9, 2023 Code Generation Graph Learning
— Unverified LLM4VV: Developing LLM-Driven Testsuite for Compiler Validation Oct 8, 2023 Code Generation Prompt Engineering
Code Code Available AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models Oct 6, 2023 Code Generation Graph Neural Network
— Unverified Predicting Emergent Abilities with Infinite Resolution Evaluation Oct 5, 2023 Code Generation
— Unverified GPT-4 as an interface between researchers and computational software: improving usability and reproducibility Oct 4, 2023 Code Generation
— Unverified B-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis Oct 4, 2023 Code Generation Deep Reinforcement Learning
— Unverified Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Oct 3, 2023 Code Generation reinforcement-learning
— Unverified Large Language Models as Analogical Reasoners Oct 3, 2023 Code Generation GSM8K
— Unverified Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance Oct 3, 2023 Code Generation Logical Reasoning
Code Code Available SEED: Domain-Specific Data Curation With Large Language Models Oct 1, 2023 Code Generation Imputation
— Unverified YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs Oct 1, 2023 Code Generation Efficient Neural Network
— Unverified L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Sep 29, 2023 Code Generation Math
— Unverified Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency Sep 29, 2023 Code Generation HumanEval
Code Code Available LORD: Low Rank Decomposition Of Monolingual Code LLMs For One-Shot Compression Sep 25, 2023 Code Generation HumanEval
— Unverified OpenAi's GPT4 as coding assistant Sep 22, 2023 Code Generation Language Modeling
Code Code Available OpenChat: Advancing Open-source Language Models with Mixed-Quality Data Sep 20, 2023 Arithmetic Reasoning Code Generation
— Unverified Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding Sep 18, 2023 Code Generation Language Modelling
— Unverified Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names? Sep 14, 2023 Code Generation Knowledge Probing
— Unverified Unveiling the potential of large language models in generating semantic and cross-language clones Sep 12, 2023 Benchmarking Code Generation
— Unverified Textbooks Are All You Need II: phi-1.5 technical report Sep 11, 2023 All Code Generation
— Unverified An Empirical Study of NetOps Capability of Pre-Trained Large Language Models Sep 11, 2023 Code Generation Prompt Engineering
— Unverified Beyond Static Datasets: A Deep Interaction Approach to LLM Evaluation Sep 8, 2023 Code Generation Machine Translation
— Unverified Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models Sep 6, 2023 Code Generation
Code Code Available Bias Testing and Mitigation in LLM-based Code Generation Sep 3, 2023 Code Generation Fairness
— Unverified 