Maliheh Izadi

Improving Quality of a Post’s Set of Answers in Stack Overflow

2020

Community Question Answering platforms such as Stack Overflow help a wide range of users solve their challenges on-line. As the popularity of these communities has grown over the years, both the number of members and …

STACC: Code Comment Classification using SentenceTransformers

2023 · arXiv (Cornell University)

Code comments are a key resource for information about software artefacts. Depending on the use case, only some types of comments are useful. Thus, automatic approaches to classify these comments have been proposed. In this …

Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries

2023

Binary reverse engineering is used to understand and analyse programs for which the source code is unavailable. Decompilers can help, transforming opaque binaries into a more readable source code-like representation. Still, reverse engineering is difficult …

The NLBSE'23 Tool Competition

2023

We report on the organization and results of the second edition of the tool competition from the International Workshop on Natural Language-based Software Engineering (NLBSE'23). As in the prior edition, we organized the competition on …

On the Impact of Language Selection for Training and Evaluating Programming Language Models

2023

The recent advancements in Transformer-based Language Models have demonstrated significant potential in enhancing the multilingual capabilities of these models. The remarkable progress made in this domain not only applies to natural language tasks but also …

Evaluating Collaborative Filtering Recommender Algorithms: A Survey

2018 · IEEE Access

Due to the explosion of available information on the Internet, the need for effective means of accessing and processing them has become vital for everyone. Recommender systems have been developed to help users to find …