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A Literature Survey on Word Sense Disambiguation for the Hindi Language
Information, 2023 Word sense disambiguation (WSD) is a process used to determine the most appropriate meaning of a word in a given contextual framework, particularly when the word is ambiguous.
Vinto Gujjar +5 more
semanticscholar +3 more sources
Word Sense Disambiguation Pipeline Framework for Low Resourced Morphologically Rich Languages
SSRN Electronic Journal, 2023 Resolving ambiguity problem is a prolonged natural language processing theoretical research challenge. Sesotho sa Leboa language is an official name for Sepedi or Northern Sotho language as known to be an official language among 11 others in South Africa spoken by 4.7 million people.
Mosima Anna Masethe +3 more
openalex +3 more sources
PubMed Computed Authors in 2024: an open resource of disambiguated author names in biomedical literature. [PDF]
BioinformaticsAbstract Summary Over 55% of author names in PubMed are ambiguous: the same name is shared by different individual researchers. This poses significant challenges on precise literature retrieval for author name queries, a common behavior in biomedical literature search.
Tian S +4 more
europepmc +3 more sources
Web Resource Sense Disambiguation in Web of Data
, 2013 JUCS - Journal of Universal Computer Science Volume Nr.
Farzam Matinfar +2 more
openalex +3 more sources
, 2008 In this paper, we present HeiNER, the multilingual Heidelberg Named Entity Resource. HeiNER contains 1,547,586 disambiguated English Named Entities together with translations and transliterations to 15 languages. Our work builds on the approach described in (Bunescu and Pasca, 2006), yet extends it to a multilingual dimension.
Wolodja Wentland +3 more
+5 more sources
Exploiting Semantic Role Resources for Preposition Disambiguation [PDF]
Computational Linguistics, 2009 This article describes how semantic role resources can be exploited for preposition disambiguation. The main resources include the semantic role annotations provided by the Penn Treebank and FrameNet tagged corpora. The resources also include the assertions contained in the Factotum knowledge base, as well as information from Cyc and Conceptual Graphs.
Tom O'Hara, Janyce Wiebe
openaire +2 more sources
Combining dependency and constituent-based resources for structure disambiguation [PDF]
2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2002 Unrestricted text analysis requires an accurate syntactic analysis but structural ambiguity is one of the most difficult problems to resolve. Researchers have tried different approaches to obtain the correct syntactic structure from analyzed sentences but no successful results have been obtained.
Sofía N. Galicia-Haro +2 more
openaire +2 more sources
Attention-based Stacked Bidirectional Long Short-term Memory Model for Word Sense Disambiguation
ACM Transactions on Asian and Low-Resource Language Information Processing, 2023 Word sense disambiguation is a basic task in Natural Language Processing which aims to identify the most appropriate sense of ambiguous words in different contexts by applying algorithm models.
Yu-Jie Sun, J. Platoš
semanticscholar +1 more source
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning [PDF]
, 2018 Over the past years, distributed semantic representations have proved to be effective and flexible keepers of prior knowledge to be integrated into downstream applications. This survey focuses on the representation of meaning.
Camacho-Collados, Jose +1 more
core +3 more sources