Results 111 to 120 of about 83,244 (255)
WORD SENSE DISAMBIGUATION: A REVIEW
, 2019 In the process of natural language, a lot of words have different connotations. The correct sense of a word depends upon the context in which the word occurs. Word sense disambiguation known as the process of selecting the most correct sense of the word in a given sentence.
openaire +2 more sources
Combining Unsupervised Lexical Knowledge Methods for Word Sense Disambiguation
, 1997 This paper presents a method to combine a set of unsupervised algorithms that can accurately disambiguate word senses in a large, completely untagged corpus. Although most of the techniques for word sense resolution have been presented as stand-alone, it
Agirre, Eneko +2 more
core +2 more sources
Minimal Semantics and Word Sense Disambiguation [PDF]
Disputatio, 2014 Abstract Emma Borg has defined semantic minimalism as the thesis that the literal content of well-formed declarative sentences is truth-evaluable, fully determined by their lexico-syntactic features, and recoverable by language users with no need to access non-linguistic information. The task of this article is threefold.
openaire +2 more sources
Unsupervised Word Sense Disambiguation Using Transformer’s Attention Mechanism
Machine Learning and Knowledge ExtractionTransformer models produce advanced text representations that have been used to break through the hard challenge of natural language understanding. Using the Transformer’s attention mechanism, which acts as a language learning memory, trained on tens of ...
Radu Ion +6 more
doaj +1 more source
Neural Network Models for Word Sense Disambiguation: An Overview
Cybernetics and Information Technologies, 2018 The following article presents an overview of the use of artificial neural networks for the task of Word Sense Disambiguation (WSD). More specifically, it surveys the advances in neural language models in recent years that have resulted in methods for ...
Popov Alexander
doaj +1 more source
Word Sense Disambiguation using a Bidirectional LSTM
, 2016 In this paper we present a clean, yet effective, model for word sense disambiguation. Our approach leverage a bidirectional long short-term memory network which is shared between all words.
Kågebäck, Mikael, Salomonsson, Hans
core
Lexical Chaining and Word-Sense-Disambiguation [PDF]
, 2012 Lexical chains algorithms attempt to find sequences of words in a document that are closely related semantically. Such chains have been argued to provide a good indication of the topics covered by the document without requiring a deeper analysis of the ...
Nelken, Rani, Shieber, Stuart M.
core
PENENTUAN MAKNA KATA DARI FRASE DALAM KALIMAT BAHASA INGGRIS
Rekayasa, 2011 Tokenisasi merupakan proses memecah kalimat menjadi kata, frase atau bentuk lain yang memiliki arti, hasil tokenisasi disebut sebagai token. Tokenisasi adalah langkah prapemrosesan Word Sense Disambiguation (WSD), proses penentuan makna suatu kata ...
Jeany Harmoejanto
doaj +1 more source
Word Sense Disambiguation: Algorithms and applications [PDF]
, 2006 This book describes the state of the art in Word Sense Disambiguation.
Agirre, Eneko,, Edmonds, P.
core +1 more source
A proposal for word sense disambiguation using conceptual distance [PDF]
, 1997 Eneko Agirre, Germán Rigau
openalex +1 more source