Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200225523> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4200225523 abstract "This paper provides an empirical study of various techniques for information retrieval and machine reading comprehension in the context of an online education platform. More specifically, our application deals with answering conceptual students questions on technology courses. To that end we explore a pipeline consisting of a document retriever and a document reader. We find that using TF-IDF document representations for retrieving documents and RoBERTa deep learning model for reading documents and answering questions yields the best performance with respect to F-Score. In overall, without a fine-tuning step, deep learning models have a significant performance gap with comparison to previously reported F-scores on other datasets." @default.
- W4200225523 created "2021-12-31" @default.
- W4200225523 creator A5016458120 @default.
- W4200225523 creator A5028349915 @default.
- W4200225523 creator A5034124381 @default.
- W4200225523 creator A5042733938 @default.
- W4200225523 creator A5044138903 @default.
- W4200225523 creator A5071647858 @default.
- W4200225523 creator A5089205455 @default.
- W4200225523 date "2021-11-29" @default.
- W4200225523 modified "2023-09-26" @default.
- W4200225523 title "An Empirical Study of Information Retrieval and Machine Reading Comprehension Algorithms for an Online Education Platform" @default.
- W4200225523 doi "https://doi.org/10.5753/stil.2021.17801" @default.
- W4200225523 hasPublicationYear "2021" @default.
- W4200225523 type Work @default.
- W4200225523 citedByCount "0" @default.
- W4200225523 crossrefType "proceedings-article" @default.
- W4200225523 hasAuthorship W4200225523A5016458120 @default.
- W4200225523 hasAuthorship W4200225523A5028349915 @default.
- W4200225523 hasAuthorship W4200225523A5034124381 @default.
- W4200225523 hasAuthorship W4200225523A5042733938 @default.
- W4200225523 hasAuthorship W4200225523A5044138903 @default.
- W4200225523 hasAuthorship W4200225523A5071647858 @default.
- W4200225523 hasAuthorship W4200225523A5089205455 @default.
- W4200225523 hasBestOaLocation W42002255231 @default.
- W4200225523 hasConcept C111472728 @default.
- W4200225523 hasConcept C119857082 @default.
- W4200225523 hasConcept C120936955 @default.
- W4200225523 hasConcept C138885662 @default.
- W4200225523 hasConcept C151730666 @default.
- W4200225523 hasConcept C154945302 @default.
- W4200225523 hasConcept C17744445 @default.
- W4200225523 hasConcept C199360897 @default.
- W4200225523 hasConcept C199539241 @default.
- W4200225523 hasConcept C204321447 @default.
- W4200225523 hasConcept C23123220 @default.
- W4200225523 hasConcept C2778780117 @default.
- W4200225523 hasConcept C2779343474 @default.
- W4200225523 hasConcept C41008148 @default.
- W4200225523 hasConcept C43521106 @default.
- W4200225523 hasConcept C44291984 @default.
- W4200225523 hasConcept C511192102 @default.
- W4200225523 hasConcept C554936623 @default.
- W4200225523 hasConcept C86803240 @default.
- W4200225523 hasConceptScore W4200225523C111472728 @default.
- W4200225523 hasConceptScore W4200225523C119857082 @default.
- W4200225523 hasConceptScore W4200225523C120936955 @default.
- W4200225523 hasConceptScore W4200225523C138885662 @default.
- W4200225523 hasConceptScore W4200225523C151730666 @default.
- W4200225523 hasConceptScore W4200225523C154945302 @default.
- W4200225523 hasConceptScore W4200225523C17744445 @default.
- W4200225523 hasConceptScore W4200225523C199360897 @default.
- W4200225523 hasConceptScore W4200225523C199539241 @default.
- W4200225523 hasConceptScore W4200225523C204321447 @default.
- W4200225523 hasConceptScore W4200225523C23123220 @default.
- W4200225523 hasConceptScore W4200225523C2778780117 @default.
- W4200225523 hasConceptScore W4200225523C2779343474 @default.
- W4200225523 hasConceptScore W4200225523C41008148 @default.
- W4200225523 hasConceptScore W4200225523C43521106 @default.
- W4200225523 hasConceptScore W4200225523C44291984 @default.
- W4200225523 hasConceptScore W4200225523C511192102 @default.
- W4200225523 hasConceptScore W4200225523C554936623 @default.
- W4200225523 hasConceptScore W4200225523C86803240 @default.
- W4200225523 hasLocation W42002255231 @default.
- W4200225523 hasOpenAccess W4200225523 @default.
- W4200225523 hasPrimaryLocation W42002255231 @default.
- W4200225523 hasRelatedWork W128392744 @default.
- W4200225523 hasRelatedWork W1463197156 @default.
- W4200225523 hasRelatedWork W1556931475 @default.
- W4200225523 hasRelatedWork W1602056621 @default.
- W4200225523 hasRelatedWork W1801866228 @default.
- W4200225523 hasRelatedWork W207304934 @default.
- W4200225523 hasRelatedWork W2524839221 @default.
- W4200225523 hasRelatedWork W2747680751 @default.
- W4200225523 hasRelatedWork W3000271051 @default.
- W4200225523 hasRelatedWork W3215259232 @default.
- W4200225523 isParatext "false" @default.
- W4200225523 isRetracted "false" @default.
- W4200225523 workType "article" @default.