6 papers · 1 filter
Building Patient Journeys in Hebrew: A Language Model for Clinical Timeline Extraction
Kai Golan Hashiloni, Brenda Kasabe Nokai, Michal Shevach +7
We present a new Hebrew medical language model designed to extract structured clinical timelines from electronic health records, enabling the construction of patient journeys. Our…
Training a Bilingual Language Model by Mapping Tokens onto a Shared Character Space
Aviad Rom, Kfir Bar
We train a bilingual Arabic-Hebrew language model using a transliterated version of Arabic texts in Hebrew, to ensure both languages are represented in the same script. Given the m…
Supporting Undotted Arabic with Pre-trained Language Models
Aviad Rom, Kfir Bar
We observe a recent behaviour on social media, in which users intentionally remove consonantal dots from Arabic letters, in order to bypass content-classification algorithms. Conte…
Metaphor Interpretation Using Word Embeddings
Kfir Bar, Nachum Dershowitz, Lena Dankin
We suggest a model for metaphor interpretation using word embeddings trained over a relatively large corpus. Our system handles nominal metaphors, like "time is money". It generate…
Transliteration of Judeo-Arabic Texts into Arabic Script Using Recurrent Neural Networks
Ori Terner, Kfir Bar, Nachum Dershowitz
We trained a model to automatically transliterate Judeo-Arabic texts into Arabic script, enabling Arabic readers to access those writings. We employ a recurrent neural network (RNN…
Semantic Characteristics of Schizophrenic Speech
Kfir Bar, Vered Zilberstein, Ido Ziv +4
Natural language processing tools are used to automatically detect disturbances in transcribed speech of schizophrenia inpatients who speak Hebrew. We measure topic mutation over t…