walterShen

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upvoted a paper 3 months ago

Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches

Paper • 2405.03998 • Published May 7 • 1

upvoted a paper 4 months ago

Low-code LLM: Graphical User Interface over Large Language Models

Paper • 2304.08103 • Published Apr 17, 2023 • 1

upvoted 2 papers 7 months ago

Better Synthetic Data by Retrieving and Transforming Existing Datasets

Paper • 2404.14361 • Published Apr 22 • 1

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22 • 251

upvoted 4 papers 8 months ago

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 30

DevBench: A Comprehensive Benchmark for Software Development

Paper • 2403.08604 • Published Mar 13 • 2

Exploring Automated Code Evaluation Systems and Resources for Code Analysis: A Comprehensive Survey

Paper • 2307.08705 • Published Jul 8, 2023 • 1

Language Models for Code Completion: A Practical Evaluation

Paper • 2402.16197 • Published Feb 25 • 1

upvoted a collection 8 months ago

Code LMs Evaluation

Collection

50 items • Updated May 6 • 4

upvoted 6 papers 8 months ago

On the Effectiveness of Large Language Models in Domain-Specific Code Generation

Paper • 2312.01639 • Published Dec 4, 2023 • 1

Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities

Paper • 2311.16169 • Published Nov 16, 2023 • 1

Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Paper • 2402.08699 • Published Feb 13 • 1

An Empirical Comparison of Pre-Trained Models of Source Code

Paper • 2302.04026 • Published Feb 8, 2023 • 1

A Survey on Pretrained Language Models for Neural Code Intelligence

Paper • 2212.10079 • Published Dec 20, 2022 • 1

Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey

Paper • 2310.17903 • Published Oct 27, 2023 • 1

upvoted 2 collections 8 months ago

Code LMs Benchmark

Collection

23 items • Updated Mar 6 • 1

Coding

Collection

193 items • Updated Oct 4 • 17