Go Inoue

5 paper cards in Mova's library · 2017–2026

Go Inoue wrote 5 of the papers Mova reads, in 2017–2026, most of them on Treebanks, Dependency parsing, Part-of-speech tagging; often with Nizar Habash, Muhammed AbuOdeh, Ahmed Elshabrawy.

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

Papers

Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM Benchmarks (2026)
The paper asks how Arabic diacritics (vowel marks and related signs) change tokenization and the scores of large language models.
Parsing Arabic Dialects Revisited: New Benchmarks, Models, and Insights (2026)
The paper revisits dependency parsing of dialectal Arabic, a task with little progress since the mid-2000s.
CamelParser2.0: A State-of-the-Art Dependency Parser for Arabic (2023)
An open-source Arabic parsing pipeline for both the CATiB and the UD formalisms. Raw text is normalised and stripped of diacritics, then a morphological disambiguator from CAMeL Tools (a BERT model or a lighter MLE one) gives tokens, lemmas, POS and features, including position-marked proclitics and enclitics and a…
Camelira: An Arabic Multi-Dialect Morphological Disambiguator (2022)
Camelira is a public web interface that disambiguates Arabic sentences in four varieties: MSA, Egyptian, Gulf and Levantine.
Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information (2017)
A fine-grained Arabic POS tag is a conjunction of values in up to 14 morphosyntactic categories (gender, case, mood, proclitics, enclitic and others), so the number of possible tags is very large.