Getting the most out of your tokenizer for pre-training and domain adaptation Feb 1, 2024 Code Generation Domain Adaptation
Code Code Available Can Large Language Models Write Parallel Code? Jan 23, 2024 Code Completion Code Generation
Code Code Available Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions Jan 17, 2024 Arithmetic Reasoning Code Generation
Code Code Available JumpCoder: Go Beyond Autoregressive Coder via Online Modification Jan 15, 2024 Code Generation
Code Code Available OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models Jan 12, 2024 Code Generation HumanEval
Code Code Available Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers Jan 12, 2024 Code Generation Diversity
Code Code Available Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Jan 9, 2024 Code Generation Code Search
Code Code Available LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models Jan 1, 2024 Code Generation In-Context Learning
Code Code Available MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks Dec 26, 2023 Code Generation
Code Code Available LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination Dec 23, 2023 Code Generation
Code Code Available Automating the Design of Multigrid Methods with Evolutionary Program Synthesis Dec 22, 2023 Code Generation Program Synthesis
Code Code Available WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning Dec 20, 2023 Code Generation
Code Code Available Gemini: A Family of Highly Capable Multimodal Models Dec 19, 2023 1 Image, 2*2 Stitching Arithmetic Reasoning
Code Code Available LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs Dec 7, 2023 Autonomous Driving Code Generation
Code Code Available Recursive Visual Programming Dec 4, 2023 Code Generation Question Answering
Code Code Available Self-Infilling Code Generation Nov 29, 2023 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 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 CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation Nov 10, 2023 Benchmarking Cloud Computing
Code Code Available 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 Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey Oct 27, 2023 Code Generation
Code Code Available Clover: Closed-Loop Verifiable Code Generation Oct 26, 2023 Code Generation mbpp
Code Code Available 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 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 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 Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Oct 10, 2023 Benchmarking Code Generation
Code Code Available TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models Oct 10, 2023 Code Generation Continual Learning
Code Code Available What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models Oct 10, 2023 Benchmarking Code Generation
Code Code Available A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration Oct 3, 2023 Arithmetic Reasoning Code Generation
Code Code Available Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation Oct 3, 2023 Code Generation Language Modeling
Code Code Available L2MAC: Large Language Model Automatic Computer for Extensive Code Generation Oct 2, 2023 Code Generation Language Modeling
Code Code Available CAT-LM: Training Language Models on Aligned Code And Tests Oct 2, 2023 Code Generation Language Modeling
Code Code Available Are Human-generated Demonstrations Necessary for In-context Learning? Sep 26, 2023 Arithmetic Reasoning Code Generation
Code Code Available LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models Sep 18, 2023 Code Completion Code Generation
Code Code Available Ungar x2013 A C++ Framework for Real-Time Optimal Control Using Template Metaprogramming Sep 13, 2023 Code Generation Model Predictive Control
Code Code Available CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation Sep 11, 2023 Code Generation Library-Oriented Code Generation
Code Code Available Code-Style In-Context Learning for Knowledge-Based Question Answering Sep 9, 2023 Code Generation In-Context Learning
Code Code Available CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models Sep 5, 2023 Code Generation Multiple-choice
Code Code Available Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair Sep 1, 2023 Code Generation Program Repair
Code Code Available BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models Aug 31, 2023 Code Generation
Code Code Available AskIt: Unified Programming Interface for Programming with Large Language Models Aug 29, 2023 Code Generation Few-Shot Learning
Code Code Available 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 Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks Aug 4, 2023 Code Generation Data Poisoning
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