Search Results for author: Haifa Alrdahi

Found 3 papers, 3 papers with code

Learning to Play Chess from Textbooks (LEAP): a Corpus for Evaluating Chess Moves based on Sentiment Analysis

1 code implementation31 Oct 2023 Haifa Alrdahi, Riza Batista-Navarro

This paper examines chess textbooks as a new knowledge source for enabling machines to learn how to play chess -- a resource that has not been explored previously.

Sentence Sentiment Analysis

MedMine: Examining Pre-trained Language Models on Medication Mining

1 code implementation7 Aug 2023 Haifa Alrdahi, Lifeng Han, Hendrik Šuvalov, Goran Nenadic

Automatic medication mining from clinical and biomedical text has become a popular topic due to its real impact on healthcare applications and the recent development of powerful language models (LMs).

Data Augmentation Ensemble Learning +2

GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries

1 code implementation23 Sep 2019 Maksim Belousov, Nikola Milosevic, Ghada Alfattni, Haifa Alrdahi, Goran Nenadic

The recurrent neural networks that use the pre-trained domain-specific word embeddings and a CRF layer for label optimization perform drug, adverse event and related entities extraction with micro-averaged F1-score of over 91%.

Entity Extraction using GAN named-entity-recognition +3

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