Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387323615> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W4387323615 abstract "Detecting bias in text is crucial due to its potential implications in perpetuating harmful stereotypes, spreading misinformation, and influencing decision-making. Existing language models often struggle to generalize beyond their training data. To address this challenge, we propose the Contextualized Bi-Directional Dual Transformer (CBDT) Classifier that leverages two interconnected transformer networks, the Context Transformer and the Entity Transformer, to detect bias in text. Experimental results on diverse datasets demonstrate the superiority of the CBDT classifier in accurately classifying biased and non-biased sentences, as well as identifying specific biased words and phrases. We get a performance gain of about 2-4% over the baselines. Future research can extend the model to different languages and cultural contexts" @default.
- W4387323615 created "2023-10-04" @default.
- W4387323615 creator A5005785792 @default.
- W4387323615 creator A5051378648 @default.
- W4387323615 creator A5053939840 @default.
- W4387323615 creator A5092998385 @default.
- W4387323615 creator A5092998386 @default.
- W4387323615 creator A5092998387 @default.
- W4387323615 date "2023-09-30" @default.
- W4387323615 modified "2023-10-05" @default.
- W4387323615 title "Unlocking Bias Detection: Leveraging Transformer-Based Models for Content Analysis" @default.
- W4387323615 doi "https://doi.org/10.48550/arxiv.2310.00347" @default.
- W4387323615 hasPublicationYear "2023" @default.
- W4387323615 type Work @default.
- W4387323615 citedByCount "0" @default.
- W4387323615 crossrefType "posted-content" @default.
- W4387323615 hasAuthorship W4387323615A5005785792 @default.
- W4387323615 hasAuthorship W4387323615A5051378648 @default.
- W4387323615 hasAuthorship W4387323615A5053939840 @default.
- W4387323615 hasAuthorship W4387323615A5092998385 @default.
- W4387323615 hasAuthorship W4387323615A5092998386 @default.
- W4387323615 hasAuthorship W4387323615A5092998387 @default.
- W4387323615 hasBestOaLocation W43873236151 @default.
- W4387323615 hasConcept C119599485 @default.
- W4387323615 hasConcept C119857082 @default.
- W4387323615 hasConcept C127413603 @default.
- W4387323615 hasConcept C137293760 @default.
- W4387323615 hasConcept C154945302 @default.
- W4387323615 hasConcept C165801399 @default.
- W4387323615 hasConcept C204321447 @default.
- W4387323615 hasConcept C41008148 @default.
- W4387323615 hasConcept C66322947 @default.
- W4387323615 hasConcept C95623464 @default.
- W4387323615 hasConceptScore W4387323615C119599485 @default.
- W4387323615 hasConceptScore W4387323615C119857082 @default.
- W4387323615 hasConceptScore W4387323615C127413603 @default.
- W4387323615 hasConceptScore W4387323615C137293760 @default.
- W4387323615 hasConceptScore W4387323615C154945302 @default.
- W4387323615 hasConceptScore W4387323615C165801399 @default.
- W4387323615 hasConceptScore W4387323615C204321447 @default.
- W4387323615 hasConceptScore W4387323615C41008148 @default.
- W4387323615 hasConceptScore W4387323615C66322947 @default.
- W4387323615 hasConceptScore W4387323615C95623464 @default.
- W4387323615 hasLocation W43873236151 @default.
- W4387323615 hasOpenAccess W4387323615 @default.
- W4387323615 hasPrimaryLocation W43873236151 @default.
- W4387323615 hasRelatedWork W2936497627 @default.
- W4387323615 hasRelatedWork W3013624417 @default.
- W4387323615 hasRelatedWork W3049463507 @default.
- W4387323615 hasRelatedWork W3094871513 @default.
- W4387323615 hasRelatedWork W3098382480 @default.
- W4387323615 hasRelatedWork W3126642501 @default.
- W4387323615 hasRelatedWork W4287598411 @default.
- W4387323615 hasRelatedWork W4287826556 @default.
- W4387323615 hasRelatedWork W4288267738 @default.
- W4387323615 hasRelatedWork W4288365749 @default.
- W4387323615 isParatext "false" @default.
- W4387323615 isRetracted "false" @default.
- W4387323615 workType "article" @default.