LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems Jan 8, 2024 Code Generation Prompt Engineering
Code Code Available TeleChat Technical Report Jan 8, 2024 Code Generation Question Answering
— Unverified PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs Jan 8, 2024 Code Generation Diversity
— Unverified Mixtral of Experts Jan 8, 2024 Code Generation Common Sense Reasoning
Code Code Available AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Jan 5, 2024 Code Generation Decoder
Code Code Available Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks Jan 5, 2024 Arithmetic Reasoning Code Generation
Code Code Available LLM Augmented LLMs: Expanding Capabilities through Composition Jan 4, 2024 Arithmetic Reasoning Code Generation
Code Code Available Using LLM to select the right SQL Query from candidates Jan 4, 2024 Code Generation Text to SQL
— Unverified If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Jan 1, 2024 Code Generation
— Unverified LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models Jan 1, 2024 Code Generation In-Context Learning
Code Code Available Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models Jan 1, 2024 Code Generation parameter-efficient fine-tuning
Code Code Available MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks Dec 26, 2023 Code Generation
Code Code Available Instruction Fusion: Advancing Prompt Evolution through Hybridization Dec 25, 2023 Code Generation HumanEval
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 TACO: Topics in Algorithmic COde generation dataset Dec 22, 2023 Code Generation
Code Code Available Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code Dec 22, 2023 Code Generation
Code Code Available Capture the Flag: Uncovering Data Insights with Large Language Models Dec 21, 2023 Code Generation Decision Making
— Unverified WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning Dec 20, 2023 Code Generation
Code Code Available MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks Dec 20, 2023 Code Generation Language Modeling
Code Code Available AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation Dec 20, 2023 Code Generation HumanEval
Code Code Available Gemini: A Family of Highly Capable Multimodal Models Dec 19, 2023 1 Image, 2*2 Stitching Arithmetic Reasoning
Code Code Available Opportunities and Challenges of Applying Large Language Models in Building Energy Efficiency and Decarbonization Studies: An Exploratory Overview Dec 18, 2023 Code Generation
— Unverified StarVector: Generating Scalable Vector Graphics Code from Images and Text Dec 17, 2023 Code Generation Language Modeling
Code Code Available A Review of Repository Level Prompting for LLMs Dec 15, 2023 Code Completion Code Generation
— Unverified ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks Dec 14, 2023 Abstractive Text Summarization Code Generation
Code Code Available Dynamic Retrieval-Augmented Generation Dec 14, 2023 abstractive question answering Code Generation
— Unverified Assessing GPT4-V on Structured Reasoning Tasks Dec 13, 2023 Code Generation Language Modeling
— Unverified An Invitation to Deep Reinforcement Learning Dec 13, 2023 Code Generation Deep Reinforcement Learning
— Unverified ComplexityNet: Increasing LLM Inference Efficiency by Learning Task Complexity Dec 12, 2023 Code Generation Language Modeling
— Unverified Rethinking the Instruction Quality: LIFT is What You Need Dec 12, 2023 Code Generation Instruction Following
— Unverified Batched Low-Rank Adaptation of Foundation Models Dec 9, 2023 Code Generation speech-recognition
— Unverified Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation Dec 8, 2023 Code Generation Language Modeling
— Unverified DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions Dec 7, 2023 Code Generation Red Teaming
— Unverified LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs Dec 7, 2023 Autonomous Driving Code Generation
Code Code Available Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data Dec 5, 2023 Code Generation HumanEval
— Unverified A Machine Learning Approach Towards SKILL Code Autocompletion Dec 4, 2023 Code Generation
— Unverified Recursive Visual Programming Dec 4, 2023 Code Generation Question Answering
Code Code Available Magicoder: Empowering Code Generation with OSS-Instruct Dec 4, 2023 Code Generation HumanEval
Code Code Available Zero-Shot Video Question Answering with Procedural Programs Dec 1, 2023 Code Generation Language Modeling
— Unverified Self-Infilling Code Generation Nov 29, 2023 Code Generation
Code Code Available Universal Self-Consistency for Large Language Model Generation Nov 29, 2023 Code Generation Language Modeling
— Unverified LLMs for Science: Usage for Code Generation and Data Analysis Nov 28, 2023 Code Generation
Code Code Available Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model Nov 27, 2023 Code Generation Language Modeling
— Unverified Function-constrained Program Synthesis Nov 27, 2023 Code Generation Program Synthesis
— Unverified YUAN 2.0: A Large Language Model with Localized Filtering-based Attention Nov 27, 2023 Code Generation Language Modeling
Code Code Available LLM-Assisted Code Cleaning For Training Accurate Code Generators Nov 25, 2023 Code Generation
— Unverified Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning Nov 22, 2023 Code Generation Code Translation
— Unverified Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models Nov 22, 2023 Code Generation
Code Code Available Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers Nov 17, 2023 Code Generation Text Generation
— Unverified 