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Universal Dependencies is an open community effort to create cross-linguistically consistent treebank annotation for many languages within a dependency-based lexicalist framework. The annotation consists in a linguistically motivated word…

This paper presents the first publicly available treebank of Odia, a morphologically rich low resource Indian language. The treebank contains approx. 1082 tokens (100 sentences) in Odia selected from "Samantar", the largest available…

Computation and Language · Computer Science 2022-05-25 Shantipriya Parida , Kalyanamalini Sahoo , Atul Kr. Ojha , Saraswati Sahoo , Satya Ranjan Dash , Bijayalaxmi Dash

This paper presents and discusses the first Universal Dependencies treebank for the Apurin\~a language. The treebank contains 76 fully annotated sentences, applies 14 parts-of-speech, as well as seven augmented or new features - some of…

Computation and Language · Computer Science 2021-06-08 Jack Rueter , Marília Fernanda Pereira de Freitas , Sidney da Silva Facundes , Mika Hämäläinen , Niko Partanen

We describe an automatic method for converting the Persian Dependency Treebank (Rasooli et al, 2013) to Universal Dependencies. This treebank contains 29107 sentences. Our experiments along with manual linguistic analysis show that our data…

Computation and Language · Computer Science 2020-09-24 Mohammad Sadegh Rasooli , Pegah Safari , Amirsaeid Moloodi , Alireza Nourian

Despite the success of the Universal Dependencies (UD) project exemplified by its impressive language breadth, there is still a lack in `within-language breadth': most treebanks focus on standard languages. Even for German, the language…

Computation and Language · Computer Science 2024-03-18 Verena Blaschke , Barbara Kovačić , Siyao Peng , Hinrich Schütze , Barbara Plank

We present UDify, a multilingual multi-task model capable of accurately predicting universal part-of-speech, morphological features, lemmas, and dependency trees simultaneously for all 124 Universal Dependencies treebanks across 75…

Computation and Language · Computer Science 2019-08-27 Dan Kondratyuk , Milan Straka

This paper presents UD-NewsCrawl, the largest Tagalog treebank to date, containing 15.6k trees manually annotated according to the Universal Dependencies framework. We detail our treebank development process, including data collection,…

Computation and Language · Computer Science 2025-05-28 Angelina A. Aquino , Lester James V. Miranda , Elsie Marie T. Or

Developing effective educational technologies for low-resource agglutinative languages like Uyghur is often hindered by the mismatch between existing annotation frameworks and specific grammatical structures. To address this challenge, this…

Computation and Language · Computer Science 2026-01-21 Jiaxin Zuo , Yiquan Wang , Yuan Pan , Xiadiya Yibulayin

This paper presents the phonological, morphological, and syntactic distinctions between formal and informal Persian, showing that these two variants have fundamental differences that cannot be attributed solely to pronunciation…

Computation and Language · Computer Science 2022-01-12 Roya Kabiri , Simin Karimi , Mihai Surdeanu

Automatic dependency parsing of Thai sentences has been underexplored, as evidenced by the lack of large Thai dependency treebanks with complete dependency structures and the lack of a published systematic evaluation of state-of-the-art…

The Universal Dependencies (UD) project has significantly expanded linguistic coverage across 161 languages, yet Luxembourgish, a West Germanic language spoken by approximately 400,000 people, has remained absent until now. In this paper,…

Computation and Language · Computer Science 2024-11-08 Alistair Plum , Caroline Döhmer , Emilia Milano , Anne-Marie Lutgen , Christoph Purschke

We investigate the problem of parsing conversational data of morphologically-rich languages such as Hindi where argument scrambling occurs frequently. We evaluate a state-of-the-art non-linear transition-based parsing system on a new…

Computation and Language · Computer Science 2019-02-15 Riyaz Ahmad Bhat , Irshad Ahmad Bhat , Dipti Misra Sharma

Treebanks are valuable linguistic resources that include the syntactic structure of a language sentence in addition to POS-tags and morphological features. They are mainly utilized in modeling statistical parsers. Although the statistical…

Computation and Language · Computer Science 2020-07-14 Dana Halabi , Ebaa Fayyoumi , Arafat Awajan

We introduce the Treebank of Learner English (TLE), the first publicly available syntactic treebank for English as a Second Language (ESL). The TLE provides manually annotated POS tags and Universal Dependency (UD) trees for 5,124 sentences…

Computation and Language · Computer Science 2016-06-09 Yevgeni Berzak , Jessica Kenney , Carolyn Spadine , Jing Xian Wang , Lucia Lam , Keiko Sophie Mori , Sebastian Garza , Boris Katz

This work provides the first in-depth analysis of genre in Universal Dependencies (UD). In contrast to prior work on genre identification which uses small sets of well-defined labels in mono-/bilingual setups, UD contains 18 genres with…

Computation and Language · Computer Science 2021-12-10 Max Müller-Eberstein , Rob van der Goot , Barbara Plank

We release Galactic Dependencies 1.0---a large set of synthetic languages not found on Earth, but annotated in Universal Dependencies format. This new resource aims to provide training and development data for NLP methods that aim to adapt…

Computation and Language · Computer Science 2017-10-12 Dingquan Wang , Jason Eisner

CHILDES is a widely used resource of transcribed child and child-directed speech. This paper introduces UD-English-CHILDES, the first officially released Universal Dependencies (UD) treebank. It is derived from previously…

Computation and Language · Computer Science 2025-06-19 Xiulin Yang , Zhuoxuan Ju , Lanni Bu , Zoey Liu , Nathan Schneider

Recent efforts to consolidate guidelines and treebanks in the Universal Dependencies project raise the expectation that joint training and dataset comparison is increasingly possible for high-resource languages such as English, which have…

Computation and Language · Computer Science 2023-02-02 Amir Zeldes , Nathan Schneider

The Universal Dependencies (UD) project has created an invaluable collection of treebanks with contributions in over 140 languages. However, the UD annotations do not tell the full story. Grammatical constructions that convey meaning…

This paper presents a novel treebank-driven approach to comparing syntactic structures in speech and writing using dependency-parsed corpora. Adopting a fully inductive, bottom-up method, we define syntactic structures as delexicalized…

Computation and Language · Computer Science 2026-02-24 Kaja Dobrovoljc
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