RT Journal Article
T1 LinguaKit: a Big Data-based multilingual tool for linguistic analysis and information extraction
A1 Gamallo Otero, Pablo
A1 García González, Marcos
A1 Piñeiro Pomar, César Alfredo
A1 Martínez-Castaño, Rodrigo
A1 Pichel Campos, Juan Carlos
K1 Bilingual
K1 Information Extraction
K1 Big Data
K1 Sentiment Analysis
K1 Postage
K1 Relation Extraction
K1 Syntactic Analysis
K1 Multi-word
K1 Basis Of Analysis
K1 Fault-tolerant
K1 Analysis Module
K1 Disambiguation
K1 State Machine
K1 Tokenized
K1 Related Entities
K1 Input Text
K1 List Of Pairs
K1 Basic Module
K1 Big Data Technology
K1 Proper Nouns
K1 Phonetic Transcription
K1 Keyword Extraction
K1 Semantic Annotation
K1 Lemmatization
K1 Apache Spark
K1 Language Identification
AB This paper presents LinguaKit, a multilingual suite of tools for analysis, extraction, annotation and linguistic correction, as well as its integration into a Big Data infrastructure. LinguaKit allows the user to perform different tasks such as PoS-tagging, syntactic parsing, coreference resolution (among others), including applications for relation extraction, sentiment analysis, summarization, extraction of multiword expressions, or entity linking to DBpedia. Most modules work in four languages: Portuguese, Spanish, English, and Galician. The system is programmed in Perl and is freely available under a GPLv3 license.
PB IEEE
YR 2018
FD 2018-12-02
LK https://hdl.handle.net/10347/38902
UL https://hdl.handle.net/10347/38902
LA eng
NO P. Gamallo, M. Garcia, C. Piñeiro, R. Martinez-Castaño and J. C. Pichel, "LinguaKit: A Big Data-Based Multilingual Tool for Linguistic Analysis and Information Extraction," 2018 Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS), Valencia, Spain, 2018, pp. 239-244, doi: 10.1109/SNAMS.2018.8554689.
NO This work has been supported by MINECO (TIN2014-54565-JIN, FFI2014- 51978-C2-1-R), MICINN (IJCI-2016-29598), Xunta de Galicia (ED431G/08), European Regional Development Fund (ERDF), and by two BBVA Foundation Grants for Researchers and Cultural Creators (2016 and 2017).
DS Minerva
RD 22 abr 2026