Evaluating In-Context Learning of Libraries for Code Generation Nov 16, 2023 Code Generation In-Context Learning
Code Code Available ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code Nov 16, 2023 Code Generation Navigate
Code Code Available GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding Nov 16, 2023 Code Completion Code Generation
Code Code Available INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair Nov 16, 2023 Code Generation Code Repair
Code Code Available DLAS: An Exploration and Assessment of the Deep Learning Acceleration Stack Nov 15, 2023 Code Generation
— Unverified MELA: Multilingual Evaluation of Linguistic Acceptability Nov 15, 2023 Code Generation Cross-Lingual Transfer
Code Code Available Language Models are Better Bug Detector Through Code-Pair Classification Nov 14, 2023 Code Generation In-Context Learning
Code Code Available CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation Nov 14, 2023 Code Generation
Code Code Available Can LLMs Patch Security Issues? Nov 13, 2023 Code Generation Diversity
Code Code Available Anticipating User Needs: Insights from Design Fiction on Conversational Agents for Computational Thinking Nov 12, 2023 Code Generation
— Unverified BizBench: A Quantitative Reasoning Benchmark for Business and Finance Nov 11, 2023 Code Generation Program Synthesis
— Unverified Conceptual Model Interpreter for Large Language Models Nov 11, 2023 Code Generation model
Code Code Available CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset Nov 11, 2023 C++ code Code Generation
— Unverified CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation Nov 10, 2023 Benchmarking Cloud Computing
Code Code Available 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 Dynamics of Instruction Tuning: Each Ability of Large Language Models Has Its Own Growth Pace Oct 30, 2023 Code Generation Logical Reasoning
Code Code Available LILO: Learning Interpretable Libraries by Compressing and Documenting Code Oct 30, 2023 Code Generation Program Synthesis
Code Code Available Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation Oct 28, 2023 Code Generation HumanEval
Code Code Available Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey Oct 27, 2023 Code Generation
Code Code Available CodeFusion: A Pre-trained Diffusion Model for Code Generation Oct 26, 2023 Code Generation Denoising
— Unverified TST^R: Target Similarity Tuning Meets the Real World Oct 26, 2023 Code Generation Sentence
— Unverified Symbolic Planning and Code Generation for Grounded Dialogue Oct 26, 2023 Code Generation
Code Code Available FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language Oct 26, 2023 Code Generation
— Unverified Clover: Closed-Loop Verifiable Code Generation Oct 26, 2023 Code Generation mbpp
Code Code Available Exploring Large Language Models for Code Explanation Oct 25, 2023 Code Generation Code Summarization
— Unverified SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Oct 25, 2023 Code Generation
Code Code Available 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 SteloCoder: a Decoder-Only LLM for Multi-Language to Python Code Translation Oct 24, 2023 Code Generation Code Translation
Code Code Available WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models Oct 24, 2023 Code Generation Compiler Optimization
Code Code Available API-Assisted Code Generation for Question Answering on Varied Table Structures Oct 23, 2023 Code Generation Question Answering
— Unverified Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain Oct 21, 2023 Code Generation Code Summarization
Code Code Available Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis Oct 20, 2023 Code Generation Language Modelling
Code Code Available Functional Overlap Reranking for Neural Code Generation Oct 16, 2023 Code Generation Reranking
Code Code Available Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation Oct 16, 2023 Code Generation HumanEval
— Unverified Towards the Imagenets of ML4EDA Oct 16, 2023 Code Generation Data Augmentation
— 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 CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules Oct 13, 2023 Code Generation HumanEval
Code Code Available Large Language Models for Scientific Synthesis, Inference and Explanation Oct 12, 2023 Code Generation Language Modeling
Code Code Available GameGPT: Multi-agent Collaborative Framework for Game Development Oct 12, 2023 Code Generation Hallucination
— Unverified 