The ability of Generative AI (GAI) technology to automatically check, synthesize and modify
software engineering artifacts promises to revolutionize all aspects of software engineering …

With the advent of large language models (LLMs) in the artificial intelligence (AI) area, the
field of software engineering (SE) has also witnessed a paradigm shift. These models, by …

Source code modeling represents a promising avenue for automating software
development, such as code generation, bug repair, and program analysis. This research …

Scaling laws in language modeling traditionally quantify training loss as a function of dataset
size and model parameters, providing compute-optimal estimates but often neglecting the …

Reverse thinking plays a crucial role in human reasoning. Humans can reason not only from
a problem to a solution but also in reverse, ie, start from the solution and reason towards the …

Code Executing Reasoning is becoming a new non-functional metric that assesses the
ability of large language models (LLMs) in programming tasks. State-of-the-art frameworks …

Large Language Models (LLMs) have shown impressive performance across a wide array of
tasks involving both structured and unstructured textual data. Recent results on various …

Generative-AI-based tools, and particularly Large Language Models (LLMs) of the kind
made famous by OpenAI's ChatGPT, are set to become one of the most disruptive …