Octopus: Embodied Vision-Language Programmer from Environmental Feedback Oct 12, 2023 Benchmarking Code Generation
Code Code Available Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models Oct 11, 2023 Code Generation Image Generation
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 SWE-bench: Can Language Models Resolve Real-World GitHub Issues? Oct 10, 2023 Bug fixing Code Generation
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 TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models Oct 10, 2023 Code Generation Continual Learning
Code Code Available Mistral 7B Oct 10, 2023 answerability prediction Arithmetic Reasoning
Code Code Available CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model Oct 10, 2023 Code Generation Code Translation
— Unverified How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition Oct 9, 2023 Code Generation Instruction Following
Code Code Available 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 Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Oct 6, 2023 Code Generation Decision Making
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 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 Large Language Models as Analogical Reasoners Oct 3, 2023 Code Generation GSM8K
— Unverified Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Oct 3, 2023 Code Generation reinforcement-learning
— Unverified Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation Oct 3, 2023 Code Generation Language Modeling
Code Code Available A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration Oct 3, 2023 Arithmetic Reasoning Code Generation
Code Code Available GenSim: Generating Robotic Simulation Tasks via Large Language Models Oct 2, 2023 Code Generation Diversity
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 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 SEED: Domain-Specific Data Curation With Large Language Models Oct 1, 2023 Code Generation Imputation
— Unverified Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency Sep 29, 2023 Code Generation HumanEval
Code Code Available L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Sep 29, 2023 Code Generation Math
— Unverified Are Human-generated Demonstrations Necessary for In-context Learning? Sep 26, 2023 Arithmetic Reasoning Code Generation
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 LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models Sep 18, 2023 Code Completion Code Generation
Code Code Available 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 VerilogEval: Evaluating Large Language Models for Verilog Code Generation Sep 14, 2023 Benchmarking 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 Unveiling the potential of large language models in generating semantic and cross-language clones Sep 12, 2023 Benchmarking Code Generation
— Unverified CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation Sep 11, 2023 Code Generation Library-Oriented Code Generation
Code Code Available 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 Code-Style In-Context Learning for Knowledge-Based Question Answering Sep 9, 2023 Code Generation In-Context Learning
Code Code Available 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 CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models Sep 5, 2023 Code Generation Multiple-choice
Code Code Available Bias Testing and Mitigation in LLM-based Code Generation Sep 3, 2023 Code Generation Fairness
— Unverified 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 When Do Program-of-Thoughts Work for Reasoning? Aug 29, 2023 Code Generation Mathematical Reasoning
Code Code Available 