JohnnyPeng18 / APIBench
APIBench is a benchmark for evaluating the performance of API recommendation approaches released in the paper "Revisiting, Benchmarking and Exploring APIRecommendation: How Far Are We?".
☆56Updated 2 years ago
Alternatives and similar repositories for APIBench
Users that are interested in APIBench are comparing it to the libraries listed below
Sorting:
- The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".☆74Updated 10 months ago
- Reinforcement Learning for Repository-Level Code Completion☆31Updated 8 months ago
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆63Updated 3 years ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆163Updated 9 months ago
- ☆124Updated 2 years ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆64Updated 8 months ago
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆112Updated last year
- [EACL 2024] ICE-Score: Instructing Large Language Models to Evaluate Code☆75Updated 11 months ago
- Large Language Models Meet NL2Code: A Survey☆36Updated 5 months ago
- ☆64Updated 5 months ago
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆243Updated 6 months ago
- Accepted by Transactions on Machine Learning Research (TMLR)☆127Updated 7 months ago
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆53Updated 6 months ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆31Updated 10 months ago
- An Evolving Code Generation Benchmark Aligned with Real-world Code Repositories☆59Updated 9 months ago
- NaturalCodeBench (Findings of ACL 2024)☆64Updated 7 months ago
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆48Updated last year
- Code and data for XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence☆73Updated 3 months ago
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆87Updated last year
- ☆75Updated last month
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆74Updated last year
- RepoQA: Evaluating Long-Context Code Understanding☆108Updated 6 months ago
- ☆28Updated 2 years ago
- Dataflow-guided retrieval augmentation for repository-level code completion, ACL 2024 (main)☆24Updated last month
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated last year
- ☆115Updated 9 months ago
- [LREC-COLING'24] HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization☆39Updated 2 months ago
- Replication package for ISSTA2023 paper - Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond☆21Updated 2 years ago
- InstructCoder: Instruction Tuning Large Language Models for Code Editing | Oral ACL-2024 srw☆60Updated 7 months ago
- ☆33Updated last year