Universal Dependencies for Turkish
The Universal Dependencies (UD) project was conceived after the substantial recent interest in unifying annotation schemes across languages. With its own annotation principles and abstract inventory for parts of speech, morphosyntactic features and dependency relations, UD aims to facilitate multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. This paper presents the Turkish IMST-UD Treebank, the first Turkish treebank to be in a UD release. The IMST-UD Treebank was automatically converted from the IMST Treebank, which was also recently released. We describe this conversion procedure in detail, complete with mapping tables. We also present our evaluation of the parsing performances of both versions of the IMST Treebank. Our findings suggest that the UD framework is at least as viable for Turkish as the original annotation framework of the IMST Treebank.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
Universal Dependencies for Old Turkish
Overcoming the challenges in morphological annotation of Turkish in universal dependencies framework
This paper presents several challenges faced when annotating Turkish treebanks in accordance with the Universal Dependencies (UD) guidelines and proposes solutions to address them. Most of these challenges stem from the …
Dependency Annotation of Ottoman Turkish with Multilingual BERT
This study introduces a pretrained large language model-based annotation methodology for the first de dency treebank in Ottoman Turkish. Our experimental results show that, iteratively, i) pseudo-annotating data using a …
Language ModelingLanguage ModellingLarge Language ModelBuilding Foundations for Natural Language Processing of Historical Turkish: Resources and Models
This paper introduces foundational resources and models for natural language processing (NLP) of historical Turkish, a domain that has remained underexplored in computational linguistics. We present the first named entit…
Dependency ParsingDomain Adaptationnamed-entity-recognitionNamed Entity Recognition+3Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool
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 to…
ArticlesCultural Vocal Bursts Intensity PredictionDependency Parsing