Matches in SemOpenAlex for { <https://semopenalex.org/work/W3094050601> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W3094050601 endingPage "114130" @default.
- W3094050601 startingPage "114130" @default.
- W3094050601 abstract "Natural Language Processing (NLP) is the sub-field of Artificial Intelligence that represents and analyses human language automatically. NLP has been employed in many applications, such as information retrieval, information processing and automated answer ranking. Semantic analysis focuses on understanding the meaning of text. Among other proposed approaches, Latent Semantic Analysis (LSA) is a widely used corpus-based approach that evaluates similarity of text based on the semantic relations among words. LSA has been applied successfully in diverse language systems for calculating the semantic similarity of texts. LSA ignores the structure of sentences, i.e., it suffers from a syntactic blindness problem. LSA fails to distinguish between sentences that contain semantically similar words but have opposite meanings. Disregarding sentence structure, LSA cannot differentiate between a sentence and a list of keywords. If the list and the sentence contain similar words, comparing them using LSA would lead to a high similarity score. In this paper, we propose xLSA, an extension of LSA that focuses on the syntactic structure of sentences to overcome the syntactic blindness problem of the original LSA approach. xLSA was tested on sentence pairs that contain similar words but have significantly different meaning. Our results showed that xLSA alleviates the syntactic blindness problem, providing more realistic semantic similarity scores." @default.
- W3094050601 created "2020-10-29" @default.
- W3094050601 creator A5005793709 @default.
- W3094050601 creator A5060320466 @default.
- W3094050601 date "2021-03-01" @default.
- W3094050601 modified "2023-10-16" @default.
- W3094050601 title "Extending latent semantic analysis to manage its syntactic blindness" @default.
- W3094050601 cites W1732828232 @default.
- W3094050601 cites W1983578042 @default.
- W3094050601 cites W1996430422 @default.
- W3094050601 cites W1998538992 @default.
- W3094050601 cites W1999187286 @default.
- W3094050601 cites W2002203419 @default.
- W3094050601 cites W2005406133 @default.
- W3094050601 cites W2019982015 @default.
- W3094050601 cites W2025595753 @default.
- W3094050601 cites W2106134119 @default.
- W3094050601 cites W2120030813 @default.
- W3094050601 cites W2141684702 @default.
- W3094050601 cites W2147152072 @default.
- W3094050601 cites W2158997610 @default.
- W3094050601 cites W2171313960 @default.
- W3094050601 cites W2185175083 @default.
- W3094050601 cites W2251329024 @default.
- W3094050601 cites W2360230893 @default.
- W3094050601 cites W2517411031 @default.
- W3094050601 cites W2549835527 @default.
- W3094050601 cites W2556575288 @default.
- W3094050601 cites W2778166275 @default.
- W3094050601 cites W2786860129 @default.
- W3094050601 cites W2793530071 @default.
- W3094050601 cites W2798727047 @default.
- W3094050601 cites W2962316150 @default.
- W3094050601 doi "https://doi.org/10.1016/j.eswa.2020.114130" @default.
- W3094050601 hasPublicationYear "2021" @default.
- W3094050601 type Work @default.
- W3094050601 sameAs 3094050601 @default.
- W3094050601 citedByCount "10" @default.
- W3094050601 countsByYear W30940506012021 @default.
- W3094050601 countsByYear W30940506012022 @default.
- W3094050601 countsByYear W30940506012023 @default.
- W3094050601 crossrefType "journal-article" @default.
- W3094050601 hasAuthorship W3094050601A5005793709 @default.
- W3094050601 hasAuthorship W3094050601A5060320466 @default.
- W3094050601 hasBestOaLocation W30940506011 @default.
- W3094050601 hasConcept C103278499 @default.
- W3094050601 hasConcept C115961682 @default.
- W3094050601 hasConcept C130318100 @default.
- W3094050601 hasConcept C154945302 @default.
- W3094050601 hasConcept C15744967 @default.
- W3094050601 hasConcept C170133592 @default.
- W3094050601 hasConcept C189430467 @default.
- W3094050601 hasConcept C204321447 @default.
- W3094050601 hasConcept C23123220 @default.
- W3094050601 hasConcept C2777530160 @default.
- W3094050601 hasConcept C2780876879 @default.
- W3094050601 hasConcept C41008148 @default.
- W3094050601 hasConcept C542102704 @default.
- W3094050601 hasConcept C67277372 @default.
- W3094050601 hasConceptScore W3094050601C103278499 @default.
- W3094050601 hasConceptScore W3094050601C115961682 @default.
- W3094050601 hasConceptScore W3094050601C130318100 @default.
- W3094050601 hasConceptScore W3094050601C154945302 @default.
- W3094050601 hasConceptScore W3094050601C15744967 @default.
- W3094050601 hasConceptScore W3094050601C170133592 @default.
- W3094050601 hasConceptScore W3094050601C189430467 @default.
- W3094050601 hasConceptScore W3094050601C204321447 @default.
- W3094050601 hasConceptScore W3094050601C23123220 @default.
- W3094050601 hasConceptScore W3094050601C2777530160 @default.
- W3094050601 hasConceptScore W3094050601C2780876879 @default.
- W3094050601 hasConceptScore W3094050601C41008148 @default.
- W3094050601 hasConceptScore W3094050601C542102704 @default.
- W3094050601 hasConceptScore W3094050601C67277372 @default.
- W3094050601 hasFunder F4320320300 @default.
- W3094050601 hasLocation W30940506011 @default.
- W3094050601 hasLocation W30940506012 @default.
- W3094050601 hasLocation W30940506013 @default.
- W3094050601 hasOpenAccess W3094050601 @default.
- W3094050601 hasPrimaryLocation W30940506011 @default.
- W3094050601 hasRelatedWork W1863758434 @default.
- W3094050601 hasRelatedWork W1997312918 @default.
- W3094050601 hasRelatedWork W2047828095 @default.
- W3094050601 hasRelatedWork W2068788685 @default.
- W3094050601 hasRelatedWork W2116838603 @default.
- W3094050601 hasRelatedWork W2359659532 @default.
- W3094050601 hasRelatedWork W2365659184 @default.
- W3094050601 hasRelatedWork W2380167751 @default.
- W3094050601 hasRelatedWork W2766760871 @default.
- W3094050601 hasRelatedWork W3078371441 @default.
- W3094050601 hasVolume "165" @default.
- W3094050601 isParatext "false" @default.
- W3094050601 isRetracted "false" @default.
- W3094050601 magId "3094050601" @default.
- W3094050601 workType "article" @default.