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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

In this paper, we launch a new Universal Dependencies treebank for an endangered language from Amazonia: Kakataibo, a Panoan language spoken in Peru. We first discuss the collaborative methodology implemented, which proved effective to…

In this paper, we discuss the development of treebanks for two low-resourced Indian languages - Magahi and Braj based on the Universal Dependencies framework. The Magahi treebank contains 945 sentences and Braj treebank around 500 sentences…

Computation and Language · Computer Science 2022-04-28 Mohit Raj , Shyam Ratan , Deepak Alok , Ritesh Kumar , Atul Kr. Ojha

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

The present project endeavors to enrich the linguistic resources available for Italian by constructing a Universal Dependencies treebank for the KIParla corpus (Mauri et al., 2019, Ballar\`e et al., 2020), an existing and well known…

Computation and Language · Computer Science 2024-10-08 Ludovica Pannitto

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…

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 expand the second language (L2) Korean Universal Dependencies (UD) treebank with 5,454 manually annotated sentences. The annotation guidelines are also revised to better align with the UD framework. Using this enhanced treebank, we…

Computation and Language · Computer Science 2025-03-20 Hakyung Sung , Gyu-Ho Shin

We present the Uppsala system for the CoNLL 2018 Shared Task on universal dependency parsing. Our system is a pipeline consisting of three components: the first performs joint word and sentence segmentation; the second predicts part-of-…

Computation and Language · Computer Science 2018-09-10 Aaron Smith , Bernd Bohnet , Miryam de Lhoneux , Joakim Nivre , Yan Shao , Sara Stymne

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

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

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…

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

In this paper, we introduce the resources that we developed for Turkish dependency parsing, which include a novel manually annotated treebank (BOUN Treebank), along with the guidelines we adopted, and a new annotation tool (BoAT). The…

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 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

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

The prevailing practice in the academia is to evaluate the model performance on in-domain evaluation data typically set aside from the training corpus. However, in many real world applications the data on which the model is applied may very…

Computation and Language · Computer Science 2022-04-25 Jenna Kanerva , Filip Ginter

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
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