Combining BERT with Static Word Embeddings for Categorizing Social Media. - Israa Alghanmi; Luis Espinosa Anke; Steven Schockaert (W-NUT@EMNLP, 2020)

Probing Pre-Trained Language Models for Disease Knowledge. - Israa Alghanmi; Luis Espinosa Anke; Steven Schockaert (ACL/IJCNLP (Findings), 2021)

Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions. - Israa Alghanmi; Luis Espinosa Anke; Steven Schockaert (COLING, 2022)

Interpreting Patient Descriptions using Distantly Supervised Similar Case Retrieval. - Israa Alghanmi; Luis Espinosa Anke; Steven Schockaert (SIGIR, 2022)

Interpreting patient case descriptions with biomedical language models. - Israa Alghanmi (2023)

AraTable: Benchmarking LLMs' Reasoning and Understanding of Arabic Tabular Data. - Rana Alshaikh; Israa Alghanmi; Shelan S. Jeawak (CoRR, 2025)