Abstract: Our research focuses on the intersection of artificial intelligence (AI) and software development, particularly the role of AI models in automating code generation. With advancements in ...

In my previous benchmarks [1, 2], I showed that LLMs can successfully solve most Leetcode problems. However, they are better at solving well-known problems than novel ones. This can be explained by ...

Abstract: Large language models (LLMs) are used in software development to assist in various tasks, e.g., code generation and code completion, but empirical evaluations of the quality of the results ...

Getting ready for coding interviews can feel like a big task, and figuring out the best way to tackle LeetCode is a common question. Many people find that using Python for their LeetCode solutions ...

Getting a handle on LeetCode can feel like a big task, especially when you’re starting out. But with the right approach and tools, it becomes much more manageable. Python, with its clear syntax and ...

LeetCode focuses mainly on algorithms, while data science requires skills like SQL, statistics, and working with real data. Different platforms offer various ways to prepare, from building portfolios ...

Whether you are a beginner or an expert looking to enhance your programming skills, there are plenty of free and premium websites that can help you learn programming. These websites offer live code ...

My previous work showed that ChatGPT-4 can solve algorithmic problems well if they were published before its cutoff date and struggles with new ones. But do newly available LLMs share the same ...

The GPT series has transformed the AI landscape. Each successive model exhibits progress in capabilities, with training computations (expressed in FLOPs) demonstrating the immense resources allocated.