Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285200375> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4285200375 abstract "Language should be accommodating of equality and diversity as a fundamental aspect of communication. The language of internet users has a big impact on peer users all over the world. On virtual platforms such as Facebook, Twitter, and YouTube, people express their opinions in different languages. People respect others’ accomplishments, pray for their well-being, and cheer them on when they fail. Such motivational remarks are hope speech remarks. Simultaneously, a group of users encourages discrimination against women, people of color, people with disabilities, and other minorities based on gender, race, sexual orientation, and other factors. To recognize hope speech from YouTube comments, the current study offers an ensemble approach that combines a support vector machine, logistic regression, and random forest classifiers. Extensive testing was carried out to discover the best features for the aforementioned classifiers. In the support vector machine and logistic regression classifiers, char-level TF-IDF features were used, whereas in the random forest classifier, word-level features were used. The proposed ensemble model performed significantly well among English, Spanish, Tamil, Malayalam, and Kannada YouTube comments." @default.
- W4285200375 created "2022-07-14" @default.
- W4285200375 creator A5025712960 @default.
- W4285200375 creator A5028877298 @default.
- W4285200375 creator A5064559096 @default.
- W4285200375 date "2022-01-01" @default.
- W4285200375 modified "2023-10-16" @default.
- W4285200375 title "SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments" @default.
- W4285200375 doi "https://doi.org/10.18653/v1/2022.ltedi-1.31" @default.
- W4285200375 hasPublicationYear "2022" @default.
- W4285200375 type Work @default.
- W4285200375 citedByCount "3" @default.
- W4285200375 countsByYear W42852003752022 @default.
- W4285200375 countsByYear W42852003752023 @default.
- W4285200375 crossrefType "proceedings-article" @default.
- W4285200375 hasAuthorship W4285200375A5025712960 @default.
- W4285200375 hasAuthorship W4285200375A5028877298 @default.
- W4285200375 hasAuthorship W4285200375A5064559096 @default.
- W4285200375 hasBestOaLocation W42852003751 @default.
- W4285200375 hasConcept C117568660 @default.
- W4285200375 hasConcept C119857082 @default.
- W4285200375 hasConcept C119898033 @default.
- W4285200375 hasConcept C12267149 @default.
- W4285200375 hasConcept C138885662 @default.
- W4285200375 hasConcept C140688305 @default.
- W4285200375 hasConcept C151956035 @default.
- W4285200375 hasConcept C154945302 @default.
- W4285200375 hasConcept C169258074 @default.
- W4285200375 hasConcept C204321447 @default.
- W4285200375 hasConcept C2778579358 @default.
- W4285200375 hasConcept C2779662586 @default.
- W4285200375 hasConcept C28490314 @default.
- W4285200375 hasConcept C41008148 @default.
- W4285200375 hasConcept C41895202 @default.
- W4285200375 hasConcept C95623464 @default.
- W4285200375 hasConceptScore W4285200375C117568660 @default.
- W4285200375 hasConceptScore W4285200375C119857082 @default.
- W4285200375 hasConceptScore W4285200375C119898033 @default.
- W4285200375 hasConceptScore W4285200375C12267149 @default.
- W4285200375 hasConceptScore W4285200375C138885662 @default.
- W4285200375 hasConceptScore W4285200375C140688305 @default.
- W4285200375 hasConceptScore W4285200375C151956035 @default.
- W4285200375 hasConceptScore W4285200375C154945302 @default.
- W4285200375 hasConceptScore W4285200375C169258074 @default.
- W4285200375 hasConceptScore W4285200375C204321447 @default.
- W4285200375 hasConceptScore W4285200375C2778579358 @default.
- W4285200375 hasConceptScore W4285200375C2779662586 @default.
- W4285200375 hasConceptScore W4285200375C28490314 @default.
- W4285200375 hasConceptScore W4285200375C41008148 @default.
- W4285200375 hasConceptScore W4285200375C41895202 @default.
- W4285200375 hasConceptScore W4285200375C95623464 @default.
- W4285200375 hasLocation W42852003751 @default.
- W4285200375 hasOpenAccess W4285200375 @default.
- W4285200375 hasPrimaryLocation W42852003751 @default.
- W4285200375 hasRelatedWork W3195168932 @default.
- W4285200375 hasRelatedWork W379929139 @default.
- W4285200375 hasRelatedWork W4226239449 @default.
- W4285200375 hasRelatedWork W4281560664 @default.
- W4285200375 hasRelatedWork W4319430317 @default.
- W4285200375 hasRelatedWork W4321636153 @default.
- W4285200375 hasRelatedWork W4383535405 @default.
- W4285200375 hasRelatedWork W4386123260 @default.
- W4285200375 hasRelatedWork W565111942 @default.
- W4285200375 hasRelatedWork W654102581 @default.
- W4285200375 isParatext "false" @default.
- W4285200375 isRetracted "false" @default.
- W4285200375 workType "article" @default.