[Mova](https://md.mova.elamur.ai/free/en/) · [this page in HTML](https://mova.elamur.ai/free/en/docs/papers/authors/aynat-rubinstein/) [home](https://md.mova.elamur.ai/free/en/) / [docs](https://md.mova.elamur.ai/free/en/docs/) / [papers](https://md.mova.elamur.ai/free/en/docs/papers/) / [authors](https://md.mova.elamur.ai/free/en/docs/papers/authors/) / Aynat Rubinstein # Aynat Rubinstein 3 paper cards in Mova's library · 2021–2024 Aynat Rubinstein wrote 3 of the papers Mova reads, in 2021–2024; often with [Avi Shmidman](https://md.mova.elamur.ai/free/en/docs/papers/authors/avi-shmidman/), Paul Portner, [Reut Tsarfaty](https://md.mova.elamur.ai/free/en/docs/papers/authors/reut-tsarfaty/). [OpenAlex](https://openalex.org/A5068880265) · [ORCID](https://orcid.org/0000-0001-9900-106X) · [**h-index 11**](https://openalex.org/authors/A5068880265) · [344 citations](https://openalex.org/authors/A5068880265) · [39 works](https://openalex.org/works?filter=author.id:A5068880265) — openalex, 2026-10-18 The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Aynat+Rubinstein) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Aynat+Rubinstein) · [dblp](https://dblp.org/search?q=Aynat+Rubinstein) · [ACL Anthology](https://aclanthology.org/search/?q=Aynat+Rubinstein) · [ORCID](https://orcid.org/orcid-search/search?searchQuery=Aynat+Rubinstein) ## Ideas Mova took (1) From the ideas ledger: an idea tried, kept or queued, or measured with no gain, and what it gave. - **kept** — Constrain by a wordlist: in unpointed mode, restrict each token's candidates to forms in Mova's lexicon, then score them. *([NLP in the DH pipeline: Transfer-learning to a Chronolect](https://md.mova.elamur.ai/free/en/docs/papers/aclbulk-2021-rubinstein-nlp-dh-pipeline-transfer-learning/) · host-lexicon check on unseen words (hostlex:b): hard filter hurts (names cut into known hosts: pointed dev 97.38 -> 95.77); soft b=0.3 kept for pointed (with…)* ## Papers 1. **[Computational Methods for the Analysis of Complementizer Variability in Language and Literature: The Case of Hebrew "she-" and "ki"](https://md.mova.elamur.ai/free/en/docs/papers/aclbulk-2024-shmidman-computational-methods-analysis-complementizer-variability/)** *(2024)* Modern Hebrew has two complementizers, še- and ki, that are usually described as interchangeable with ki as the more formal register. 2. **[NLP in the DH pipeline: Transfer-learning to a Chronolect](https://md.mova.elamur.ai/free/en/docs/papers/aclbulk-2021-rubinstein-nlp-dh-pipeline-transfer-learning/)** *(2021)* `1 idea kept` The authors build a diacritizer (vowel marks) for Emergent Modern Hebrew, the Hebrew of the early twentieth century, using a hand-vocalised goldset of 144,446 words from the Jerusalem Corpus of Emergent Modern Hebrew (129,453 words of literature, 14,993 of ephemera). 3. **[The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing](https://md.mova.elamur.ai/free/en/docs/papers/pyatkin-2021-possible-plausible-desirable-event-based/)** *(2021)* The paper defines event-based modality detection: find every modal trigger in a sentence, of any part of speech (should, plan, prefers, probably, necessary, able), give it a sense, and link it to the head of the event it modifies. ## Co-authors (5) - [Avi Shmidman](https://md.mova.elamur.ai/free/en/docs/papers/authors/avi-shmidman/) ×2 - Paul Portner - [Reut Tsarfaty](https://md.mova.elamur.ai/free/en/docs/papers/authors/reut-tsarfaty/) - [Shoval Sadde](https://md.mova.elamur.ai/free/en/docs/papers/authors/shoval-sadde/) - [Valentina Pyatkin](https://md.mova.elamur.ai/free/en/docs/papers/authors/valentina-pyatkin/) - [← previous Ayal Klein](https://md.mova.elamur.ai/free/en/docs/papers/authors/ayal-klein/) - [next → Barbara Plank](https://md.mova.elamur.ai/free/en/docs/papers/authors/barbara-plank/) - [↑ back to Authors](https://md.mova.elamur.ai/free/en/docs/papers/authors/)