Yonatan Belinkov

5 paper cards in Mova's library · 2014–2024

Yonatan Belinkov wrote 5 of the papers Mova reads, in 2014–2024, most of them on Machine translation, Part-of-speech tagging; often with James Glass, Ahmed Abdelali, Amir Globerson.

The profile is the library's match of the name; two people with one name are not always told apart.

Papers

A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry (2024)
The authors release the first metaphor-annotated corpus of Hebrew piyyut, the liturgical poetry of the 5th–8th centuries CE, taken from Cairo Genizah reconstructions.
Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging (2017)
The paper asks whether Arabic can be segmented without a language-specific morphological tool such as MADAMIRA or Farasa.
Large-Scale Machine Translation between Arabic and Hebrew: Available Corpora and Initial Results (2016)
The authors test Arabic-to-Hebrew machine translation on the WIT3 TED talks corpus (about 0.2M training sentences, 3.2M Arabic words), with the IWSLT 2016 tuning and test splits.
Arabic Diacritization with Recurrent Neural Networks (2015)
The paper asks whether Arabic diacritics (short vowels, case endings, gemination) can be restored from diacritized text alone, without a morphological analyser or a tagger.
Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment (2014)
PP attachment chooses which candidate head a prepositional phrase depends on. The paper scores each candidate by composing the word vectors of the head, the preposition and the child in a small neural network, trained on attachment decisions. The English data are the Penn Treebank converted to dependencies (sections…