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Context Representation with Word Embeddings for WSD
2016Word embeddings obtained through neural language models developed recently can capture semantic and grammatical behaviors of words and very capably find relationships between words. Such word embeddings are shown to be effective for various NLP tasks.
Hiromu Sugawara +3 more
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A Study of the Influence of PoS Tagging on WSD
2006In this paper we discuss to what extent the choice of one particular Part-of-Speech (PoS) tagger determines the results obtained by a word sense disambiguation (WSD) system We have chosen several PoS taggers and two WSD methods By combining them, and using different kind of information, several experiments have been carried out The WSD systems have ...
Lorenza Moreno-Monteagudo +3 more
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An Unsupervised WSD Algorithm for a NLP System
2004The increasing flow of information requires advanced free text filtering. An important part of this task consists in eliminating word occurrences with an inappropriate sense, which corresponds to a Word Sense Disambiguation operation. In this paper we propose a completely automatic WSD method for Spanish – restricted to nouns – to be used as a module ...
Iulia Nica +3 more
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Semantic Classes and Relevant Domains on WSD
2014Language ambiguities are a problem in various fields. For example, in Machine Translation the major cause of errors is ambiguity. Moreover, ambiguous words can be confusing for Information Extraction algorithms. Our purpose in this work is to provide a new approach to solve semantic ambiguities by dealing with the problem of the fine granularity of ...
Rubén Izquierdo +2 more
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A Lemmatizer for Low-resource Languages: WSD and Its Role in the Assamese Language
ACM Transactions on Asian and Low-Resource Language Information Processing, 2022Nomi Baruah, Arjun Gogoi
exaly
An Analysis of Word Sense Disambiguation (WSD)
Lecture Notes in Electrical Engineering, 2023Nanjundan Preethi
exaly
A novel groundwater burial depth prediction model—based on the combined VMD-WSD-ELMAN model
Environmental Science and Pollution Research, 2022Dong Zhao, Zhang Xianqi, Xianqi Zhang
exaly