FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891910225> ?p ?o ?g. }

• W2891910225 abstract "Question target classification, also known as answer type classification, turns out to be a key step for a high-performance QA system. The task has drawn more and more attention from academia and industry. This work proposes an artificial neural network architecture to classify questions according to their answer types. This architecture integrates several models. First, an embedding layer is trained using word2vec, an unsupervised language model, with a Chinese corpus from Wikipedia. Then, a bidirectional gated recurrent unit was concatenated on top of the embedding layer. A capsule layer and a softmax classifier is stacked on the architecture subsequently. Based on a SMP2017 dataset which contains over 3000 labeled Chinese questions, our method achieves an accuracy of 93.85% and F1-score of 93.68%, outperforming 6 baseline methods and demonstrating its effectiveness on question target classification." @default.
• W2891910225 created "2018-09-27" @default.
• W2891910225 creator A5053998916 @default.
• W2891910225 creator A5080646275 @default.
• W2891910225 creator A5084200957 @default.
• W2891910225 date "2018-01-01" @default.
• W2891910225 modified "2023-09-26" @default.
• W2891910225 title "Capsule-Based Bidirectional Gated Recurrent Unit Networks for Question Target Classification" @default.
• W2891910225 cites W1832693441 @default.
• W2891910225 cites W1970409510 @default.
• W2891910225 cites W1991383860 @default.
• W2891910225 cites W1993445005 @default.
• W2891910225 cites W2019307700 @default.
• W2891910225 cites W2029118765 @default.
• W2891910225 cites W2061495585 @default.
• W2891910225 cites W2064675550 @default.
• W2891910225 cites W2086004682 @default.
• W2891910225 cites W2149048832 @default.
• W2891910225 cites W2157331557 @default.
• W2891910225 cites W2465201805 @default.
• W2891910225 cites W2766879675 @default.
• W2891910225 cites W2788347302 @default.
• W2891910225 cites W2803157652 @default.
• W2891910225 doi "https://doi.org/10.1007/978-3-030-01012-6_6" @default.
• W2891910225 hasPublicationYear "2018" @default.
• W2891910225 type Work @default.
• W2891910225 sameAs 2891910225 @default.
• W2891910225 citedByCount "5" @default.
• W2891910225 countsByYear W28919102252019 @default.
• W2891910225 countsByYear W28919102252020 @default.
• W2891910225 countsByYear W28919102252021 @default.
• W2891910225 crossrefType "book-chapter" @default.
• W2891910225 hasAuthorship W2891910225A5053998916 @default.
• W2891910225 hasAuthorship W2891910225A5080646275 @default.
• W2891910225 hasAuthorship W2891910225A5084200957 @default.
• W2891910225 hasConcept C119857082 @default.
• W2891910225 hasConcept C123657996 @default.
• W2891910225 hasConcept C142362112 @default.
• W2891910225 hasConcept C153180895 @default.
• W2891910225 hasConcept C153349607 @default.
• W2891910225 hasConcept C154945302 @default.
• W2891910225 hasConcept C162324750 @default.
• W2891910225 hasConcept C178790620 @default.
• W2891910225 hasConcept C185592680 @default.
• W2891910225 hasConcept C187736073 @default.
• W2891910225 hasConcept C188441871 @default.
• W2891910225 hasConcept C193415008 @default.
• W2891910225 hasConcept C2776461190 @default.
• W2891910225 hasConcept C2779227376 @default.
• W2891910225 hasConcept C2780451532 @default.
• W2891910225 hasConcept C38652104 @default.
• W2891910225 hasConcept C41008148 @default.
• W2891910225 hasConcept C41608201 @default.
• W2891910225 hasConcept C50644808 @default.
• W2891910225 hasConcept C95623464 @default.
• W2891910225 hasConceptScore W2891910225C119857082 @default.
• W2891910225 hasConceptScore W2891910225C123657996 @default.
• W2891910225 hasConceptScore W2891910225C142362112 @default.
• W2891910225 hasConceptScore W2891910225C153180895 @default.
• W2891910225 hasConceptScore W2891910225C153349607 @default.
• W2891910225 hasConceptScore W2891910225C154945302 @default.
• W2891910225 hasConceptScore W2891910225C162324750 @default.
• W2891910225 hasConceptScore W2891910225C178790620 @default.
• W2891910225 hasConceptScore W2891910225C185592680 @default.
• W2891910225 hasConceptScore W2891910225C187736073 @default.
• W2891910225 hasConceptScore W2891910225C188441871 @default.
• W2891910225 hasConceptScore W2891910225C193415008 @default.
• W2891910225 hasConceptScore W2891910225C2776461190 @default.
• W2891910225 hasConceptScore W2891910225C2779227376 @default.
• W2891910225 hasConceptScore W2891910225C2780451532 @default.
• W2891910225 hasConceptScore W2891910225C38652104 @default.
• W2891910225 hasConceptScore W2891910225C41008148 @default.
• W2891910225 hasConceptScore W2891910225C41608201 @default.
• W2891910225 hasConceptScore W2891910225C50644808 @default.
• W2891910225 hasConceptScore W2891910225C95623464 @default.
• W2891910225 hasLocation W28919102251 @default.
• W2891910225 hasOpenAccess W2891910225 @default.
• W2891910225 hasPrimaryLocation W28919102251 @default.
• W2891910225 hasRelatedWork W1606748815 @default.
• W2891910225 hasRelatedWork W2250966211 @default.
• W2891910225 hasRelatedWork W2605443677 @default.
• W2891910225 hasRelatedWork W2806734715 @default.
• W2891910225 hasRelatedWork W2807035406 @default.
• W2891910225 hasRelatedWork W2884922078 @default.
• W2891910225 hasRelatedWork W2893892260 @default.
• W2891910225 hasRelatedWork W2900292082 @default.
• W2891910225 hasRelatedWork W2910094549 @default.
• W2891910225 hasRelatedWork W2924354574 @default.
• W2891910225 hasRelatedWork W2950370543 @default.
• W2891910225 hasRelatedWork W2953296721 @default.
• W2891910225 hasRelatedWork W2953452999 @default.
• W2891910225 hasRelatedWork W2963745697 @default.
• W2891910225 hasRelatedWork W3004897224 @default.
• W2891910225 hasRelatedWork W3019513356 @default.
• W2891910225 hasRelatedWork W3049608503 @default.
• W2891910225 hasRelatedWork W3132776539 @default.
• W2891910225 hasRelatedWork W3186975843 @default.
• W2891910225 hasRelatedWork W3192849410 @default.
• W2891910225 isParatext "false" @default.
• W2891910225 isRetracted "false" @default.

• next