Search Results for author: Israa Alghanmi

Found 3 papers, 2 papers with code

Combining BERT with Static Word Embeddings for Categorizing Social Media

no code implementations EMNLP (WNUT) 2020 Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert

A particularly striking example is the performance of AraBERT, an LM for the Arabic language, which is successful in categorizing social media posts in Arabic dialects, despite only having been trained on Modern Standard Arabic.

Word Embeddings

Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions

1 code implementation COLING 2022 Israa Alghanmi, Luis Espinosa-Anke, Steven Schockaert

Interpreting patient case descriptions has emerged as a challenging problem for biomedical NLP, where the aim is typically to predict diagnoses, to recommended treatments, or to answer questions about cases more generally.

Probing Pre-Trained Language Models for Disease Knowledge

1 code implementation Findings (ACL) 2021 Israa Alghanmi, Luis Espinosa-Anke, Steven Schockaert

Pre-trained language models such as ClinicalBERT have achieved impressive results on tasks such as medical Natural Language Inference.

Binary Classification Natural Language Inference

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