6 papers
How Much Do Legal RAG Systems Still Hallucinate?
Souvick Das, Sallam Abualhaija, Domenico Bianculli
Hallucination is a major challenge for retrieval-augmented generation (RAG) systems in the legal domain, where ungrounded answers can lead to serious consequences. To better unders…
Fine-grained Claim-level RAG Benchmark for Law
Souvick Das, Sallam Abualhaija, Domenico Bianculli
The rapid progress of large language models (LLMs) is shifting semantic search toward a question-answering paradigm, where users ask questions and LLMs generate responses. In high-…
LLM-Driven Cost-Effective Requirements Change Impact Analysis
Romina Etezadi, Sallam Abualhaija, Chetan Arora +1
Requirements are inherently subject to change throughout the software development lifecycle. Within the limited budget available to requirements engineers, manually identifying the…
Classifier or Prompt: A Case Study on Legal Requirements Traceability
Romina Etezadi, Sallam Abualhaija, Chetan Arora +1
New regulations are introduced to ensure software development aligns with ethical concerns and protects public safety. Showing compliance requires tracing requirements to legal pro…
GDPR-Relevant Privacy Concerns in Mobile Apps Research: A Systematic Literature Review
Orlando Amaral Cejas, Nicolas Sannier, Sallam Abualhaija +2
The General Data Protection Regulation (GDPR) is considered as the benchmark in the European Union (EU) for privacy and data protection standards. Since before its entry into force…
A Multi-solution Study on GDPR AI-enabled Completeness Checking of DPAs
Muhammad Ilyas Azeem, Sallam Abualhaija
Specifying legal requirements for software systems to ensure their compliance with the applicable regulations is a major concern to requirements engineering (RE). Personal data whi…