ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation Aug 3, 2023 Class-level Code Generation Code Generation
Code Code Available RLTF: Reinforcement Learning from Unit Test Feedback Jul 10, 2023 Code Generation mbpp
Code Code Available ChatGPT for Digital Forensic Investigation: The Good, The Bad, and The Unknown Jul 10, 2023 Anomaly Detection Code Generation
Code Code Available QIGen: Generating Efficient Kernels for Quantized Inference on Large Language Models Jul 7, 2023 Code Generation CPU
Code Code Available Is Self-Repair a Silver Bullet for Code Generation? Jun 16, 2023 Code Generation HumanEval
Code Code Available Modular Visual Question Answering via Code Generation Jun 8, 2023 Code Generation In-Context Learning
Code Code Available LLMatic: Neural Architecture Search via Large Language Models and Quality Diversity Optimization Jun 1, 2023 Code Generation Diversity
Code Code Available SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models May 30, 2023 Benchmarking Code Generation
Code Code Available A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
Code Code Available ANPL: Towards Natural Programming with Interactive Decomposition May 29, 2023 ARC Code Generation
Code Code Available The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python May 24, 2023 Code Generation
Code Code Available Is GPT-4 a Good Data Analyst? May 24, 2023 Code Generation Text Generation
Code Code Available Who Wrote this Code? Watermarking for Code Generation May 24, 2023 Code Generation Text Detection
Code Code Available ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers May 24, 2023 Code Generation
Code Code Available ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games May 24, 2023 Code Generation Common Sense Reasoning
Code Code Available Generating Data for Symbolic Language with Large Language Models May 23, 2023 Code Generation Semantic Parsing
Code Code Available Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs May 19, 2023 Code Generation
Code Code Available LeTI: Learning to Generate from Textual Interactions May 17, 2023 Code Generation Event Argument Extraction
Code Code Available MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers May 16, 2023 Code Completion Code Generation
Code Code Available The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation May 9, 2023 Code Generation Code Search
Code Code Available CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors May 9, 2023 Code Generation Few-Shot Learning
Code Code Available MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks Apr 28, 2023 AutoML Code Generation
Code Code Available Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation Apr 28, 2023 Code Generation Language Modeling
Code Code Available ICE-Score: Instructing Large Language Models to Evaluate Code Apr 27, 2023 Code Generation Machine Translation
Code Code Available AI-assisted coding: Experiments with GPT-4 Apr 25, 2023 Code Generation
Code Code Available GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization Mar 29, 2023 Code Generation CPU
Code Code Available Improving Code Generation by Training with Natural Language Feedback Mar 28, 2023 Code Generation Imitation Learning
Code Code Available LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations Mar 16, 2023 Code Completion Code Generation
Code Code Available A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Mar 12, 2023 Code Generation Language Modeling
Code Code Available Learning Deep Semantics for Test Completion Feb 20, 2023 Code Completion Code Generation
Code Code Available LEVER: Learning to Verify Language-to-Code Generation with Execution Feb 16, 2023 Arithmetic Reasoning Code Generation
Code Code Available Learning Performance-Improving Code Edits Feb 15, 2023 Code Generation Code Repair
Code Code Available Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available Large Language Models for Code: Security Hardening and Adversarial Testing Feb 10, 2023 Code Generation Program Synthesis
Code Code Available A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Feb 8, 2023 Code Generation Hallucination
Code Code Available Execution-based Code Generation using Deep Reinforcement Learning Jan 31, 2023 Code Completion Code Generation
Code Code Available Execution-Based Evaluation for Open-Domain Code Generation Dec 20, 2022 Code Generation Memorization
Code Code Available ReCode: Robustness Evaluation of Code Generation Models Dec 20, 2022 Code Generation HumanEval
Code Code Available Python Code Generation by Asking Clarification Questions Dec 19, 2022 Code Generation Language Modeling
Code Code Available Benchmarking Large Language Models for Automated Verilog RTL Code Generation Dec 13, 2022 Benchmarking Code Generation
Code Code Available Coder Reviewer Reranking for Code Generation Nov 29, 2022 Code Generation Language Modeling
Code Code Available MarianCG: a code generation transformer model inspired by machine translation Nov 22, 2022 Code Generation Code Translation
Code Code Available SecurityEval Dataset: Mining Vulnerability Examples to Evaluate Machine Learning-Based Code Generation Techniques Nov 9, 2022 Code Generation
Code Code Available Multi-lingual Evaluation of Code Generation Models Oct 26, 2022 Code Completion Code Generation
Code Code Available Synthetic Data Supervised Salient Object Detection Oct 25, 2022 Code Generation Object
Code Code Available Code4Struct: Code Generation for Few-Shot Event Structure Prediction Oct 23, 2022 Code Generation Event Argument Extraction
Code Code Available PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance Oct 17, 2022 Code Generation Conversational Question Answering
Code Code Available Language Models of Code are Few-Shot Commonsense Learners Oct 13, 2022 Code Generation
Code Code Available ContraCLM: Contrastive Learning For Causal Language Model Oct 3, 2022 Code Generation Code Search
Code Code Available Selective Annotation Makes Language Models Better Few-Shot Learners Sep 5, 2022 Code Generation In-Context Learning
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