Search Results for author: Alessio Ferrari

Found 4 papers, 2 papers with code

Model Generation from Requirements with LLMs: an Exploratory Study

no code implementations9 Apr 2024 Alessio Ferrari, Sallam Abualhaija, Chetan Arora

Complementing natural language (NL) requirements with graphical models can improve stakeholders' communication and provide directions for system design.

Zero-Shot Learning for Requirements Classification: An Exploratory Study

1 code implementation9 Feb 2023 Waad Alhoshan, Alessio Ferrari, Liping Zhao

Objective: This paper addresses this problem by showing how a zero-shot learning approach can be used for requirements classification without using any labelled training data.

Classification Word Embeddings +1

Classification of Natural Language Processing Techniques for Requirements Engineering

no code implementations8 Apr 2022 Liping Zhao, Waad Alhoshan, Alessio Ferrari, Keletso J. Letsholo

Research in applying natural language processing (NLP) techniques to requirements engineering (RE) tasks spans more than 40 years, from initial efforts carried out in the 1980s to more recent attempts with machine learning (ML) and deep learning (DL) techniques.

Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.