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Akademický článek

Using Topic Modeling to Understand Patients’ and Caregivers’ Perspectives About Left Ventricular Assist Device: Thematic Analysis

Autor: Semyon Melnikov, Stav Klein, Moni Shahar, David Guy

Publikováno v: Journal of Medical Internet Research, Vol 26, p e50009 (2024)

BackgroundHeart failure (HF) is a significant global clinical and public health challenge, impacting 64.3 million individuals worldwide. To address the scarcity of donor organs, left ventricular assist device (LVAD) implantation has become a crucial

Externí odkaz: https://doaj.org/article/323cd659d6e74fa7b33a2995a8bf3803

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Chapter 6. Notes on Modern Hebrew phonology and orthography

Autor: Stav Klein

Publikováno v: Studies in Language Companion Series

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c5d55d887e52a39208fec82b982f8a64
https://doi.org/10.1075/slcs.210.07kle

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From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)?

Autor: Reut Tsarfaty, Amit Seker, Dan Bareket, Stav Klein

Publikováno v: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
ACL

It has been exactly a decade since the first establishment of SPMRL, a research initiative unifying multiple research efforts to address the peculiar challenges of Statistical Parsing for Morphologically-Rich Languages (MRLs). Here we reflect on pars

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::14dac59b8e99555e1e9ad7ac9c3de70e

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Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology?

Autor: Reut Tsarfaty, Stav Klein

Publikováno v: SIGMORPHON

This work investigates the most basic units that underlie contextualized word embeddings, such as BERT — the so-called word pieces. In Morphologically-Rich Languages (MRLs) which exhibit morphological fusion and non-concatenative morphology, the di

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2685291373fe028b134b3f45887f3750
https://doi.org/10.18653/v1/2020.sigmorphon-1.24

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What’s Wrong with Hebrew NLP? And How to Make it Right

Autor: Reut Tsarfaty, Amit Seker, Stav Klein, Shoval Sadde

Publikováno v: EMNLP/IJCNLP (3)

For languages with simple morphology such as English, automatic annotation pipelines such as spaCy or Stanford’s CoreNLP successfully serve projects in academia and the industry. For many morphologically-rich languages (MRLs), similar pipelines sho

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f0258308d5c65b952643c3c753c2183a
https://doi.org/10.18653/v1/d19-3044

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