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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Bibliographic Details
Published in:	Language resources and evaluation Vol. 59; no. 3; pp. 2781 - 2809
Main Authors:	Žitko, Branko, Gašpar, Angelina, Bročić, Lucija, Vasić, Daniel, Grubišić, Ani
Format:	Journal Article
Language:	English
Published:	Dordrect Springer Nature B.V 01.09.2025
Subjects:	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
Online Access:	Get full text
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