A survey of multilingual large language models

L Qin, Q Chen, Y Zhou, Z Chen, Y Li, L Liao, M Li… - Patterns, 2025‏ - cell.com
Multilingual large language models (MLLMs) leverage advanced large language models to
process and respond to queries across multiple languages, achieving significant success in …

On the automated processing of user feedback

W Maalej, V Biryuk, J Wei, F Panse - arxiv preprint arxiv:2407.15519, 2024‏ - arxiv.org
User feedback is becoming an increasingly important source of information for requirements
engineering, user interface design, and software engineering in general. Nowadays, user …

Optimizing app review classification with large language models: A comparative study of prompting techniques

M Palmetshofer, DC Schedl… - 2024 4th International …, 2024‏ - ieeexplore.ieee.org
This paper explores the application of large language models in classifying app reviews into
predefined cate-gories. The study leverages various sizes of Mistral models (tiny, small …

Getting Inspiration for Feature Elicitation: App Store-vs. LLM-based Approach

J Wei, AL Courbis, T Lambolais, B Xu… - Proceedings of the 39th …, 2024‏ - dl.acm.org
Over the past decade, app store (AppStore)-inspired requirements elicitation has proven to
be highly beneficial. Developers often explore competitors' apps to gather inspiration for …

Does GenAI Make Usability Testing Obsolete?

AE Pourasad, W Maalej - arxiv preprint arxiv:2411.00634, 2024‏ - arxiv.org
Ensuring usability is crucial for the success of mobile apps. Usability issues can compromise
user experience and negatively impact the perceived app quality. This paper presents UX …

LLM-Cure: LLM-based Competitor User Review Analysis for Feature Enhancement

M Assi, S Hassan, Y Zou - arxiv preprint arxiv:2409.15724, 2024‏ - arxiv.org
The exponential growth of the mobile app market underscores the importance of constant
innovation and rapid response to user demands. As user satisfaction is paramount to the …

Interpretable App Review Classification with Transformers

M Biswas, PR Anish, S Ghaisas - 2024 IEEE 32nd International …, 2024‏ - ieeexplore.ieee.org
App stores serve as platforms for users to discover and download applications (apps). The
reviews on these app stores serve as a valuable resource for app developers to monitor app …

Machine Learning Driven Guidance for Software Maintenance: Enhancing Code Management and Features

M Assi - 2024‏ - search.proquest.com
Software systems undergo continuous maintenance to fix defects, enhance features, and
improve code quality to ensure that systems stay reliable and relevant in a competitive …

Enhancing Review Classification Via Llm-Based Data Annotation and Multi-Perspective Feature Representation Learning

J Huang, B Yi, W Sun, B Wan, Y Xu, Y Feng… - Available at SSRN …‏ - papers.ssrn.com
Automatic classification of mobile application reviews (review classification, for short) can
help analysts identify valuable information such as requirements, bugs, and user …