Aspect-Context Level Information Extraction via Transformer Based Interactive Attention Mechanism for Sentiment Classification. - Sania Nayab; Muhammad Kashif Hanif; Ramzan Talib; Muhammad Umer Sarwar (IEEE Access, 2023)

Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost. - Sania Nayab; Giulio Rossolini; Giorgio C. Buttazzo; Nicolamaria Manes; Fabrizio Giacomelli (CoRR, 2024)

Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation. - Sania Nayab; Marco Simoni; Giulio Rossolini (ARES (Workshops 4), 2025)