Human–machine interaction in building an English reference dataset for natural language processing tasks

Rich in information and annotated instances, a reference annotated dataset is essential for the training and evaluation of Natural Language Processing (NLP) tools. However, the creation of such linguistic resources is a tedious and time-consuming task involving lexical, syntactic, and semantic annot...

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Vydáno v:	Language resources and evaluation Ročník 59; číslo 3; s. 2781 - 2809
Hlavní autoři:	Žitko, Branko, Gašpar, Angelina, Bročić, Lucija, Vasić, Daniel, Grubišić, Ani
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Dordrect Springer Nature B.V 01.09.2025
Témata:	Accuracy Algorithms Annotations Datasets Dependency English language Error analysis Error correction & detection Extraction Graph theory Graphs Humans Knowledge Labelling Language Lexical semantics Linguistics Machine learning Multilayers Natural language generation Natural language processing Parsing Predicate Reference (Semantic) Semantic roles Semantics Sentences Speech Syntax Tagging (Computational linguistics) Word sense disambiguation
ISSN:	1574-020X, 1574-0218
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