Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313160881> ?p ?o ?g. }
Showing items 1 to 60 of
60
with 100 items per page.
- W4313160881 abstract "With the rapid development of artificial intelligence, a large number of short texts cause a certain degree of information redundancy. Text classification technology can help people classify and process information, and has important applications in the fields of recommendation system, public opinion monitoring and information retrieval. However, short text information in different fields has the characteristics of industry professionalism and fast updating of language style. The resulting problems such as poor applicability of the model and bottlenecks in annotation make the effect of traditional classification methods in short text analysis limited. Therefore, we propose semi supervised text classification models CGAN-BERT and RGAN-BERT based on convolutional neural network and cyclic neural network respectively. The newly designed generator and discriminator are more conducive to the game process. We evaluate our model and other classical models on several public data sets. The experimental results show that our proposed model is better than other models." @default.
- W4313160881 created "2023-01-06" @default.
- W4313160881 creator A5008331915 @default.
- W4313160881 creator A5060334355 @default.
- W4313160881 date "2022-08-26" @default.
- W4313160881 modified "2023-10-18" @default.
- W4313160881 title "Research on CGAN-BERT and RGAN-BERT Models for Short Text Classification based on Semi-Supervised Model" @default.
- W4313160881 cites W2100495367 @default.
- W4313160881 cites W2149684865 @default.
- W4313160881 cites W2583997959 @default.
- W4313160881 doi "https://doi.org/10.1145/3561877.3561896" @default.
- W4313160881 hasPublicationYear "2022" @default.
- W4313160881 type Work @default.
- W4313160881 citedByCount "0" @default.
- W4313160881 crossrefType "proceedings-article" @default.
- W4313160881 hasAuthorship W4313160881A5008331915 @default.
- W4313160881 hasAuthorship W4313160881A5060334355 @default.
- W4313160881 hasConcept C111919701 @default.
- W4313160881 hasConcept C119857082 @default.
- W4313160881 hasConcept C137293760 @default.
- W4313160881 hasConcept C152124472 @default.
- W4313160881 hasConcept C154945302 @default.
- W4313160881 hasConcept C204321447 @default.
- W4313160881 hasConcept C23123220 @default.
- W4313160881 hasConcept C2779803651 @default.
- W4313160881 hasConcept C41008148 @default.
- W4313160881 hasConcept C76155785 @default.
- W4313160881 hasConcept C81363708 @default.
- W4313160881 hasConcept C94915269 @default.
- W4313160881 hasConcept C98045186 @default.
- W4313160881 hasConceptScore W4313160881C111919701 @default.
- W4313160881 hasConceptScore W4313160881C119857082 @default.
- W4313160881 hasConceptScore W4313160881C137293760 @default.
- W4313160881 hasConceptScore W4313160881C152124472 @default.
- W4313160881 hasConceptScore W4313160881C154945302 @default.
- W4313160881 hasConceptScore W4313160881C204321447 @default.
- W4313160881 hasConceptScore W4313160881C23123220 @default.
- W4313160881 hasConceptScore W4313160881C2779803651 @default.
- W4313160881 hasConceptScore W4313160881C41008148 @default.
- W4313160881 hasConceptScore W4313160881C76155785 @default.
- W4313160881 hasConceptScore W4313160881C81363708 @default.
- W4313160881 hasConceptScore W4313160881C94915269 @default.
- W4313160881 hasConceptScore W4313160881C98045186 @default.
- W4313160881 hasFunder F4320334977 @default.
- W4313160881 hasLocation W43131608811 @default.
- W4313160881 hasOpenAccess W4313160881 @default.
- W4313160881 hasPrimaryLocation W43131608811 @default.
- W4313160881 hasRelatedWork W2337926734 @default.
- W4313160881 hasRelatedWork W2978290780 @default.
- W4313160881 hasRelatedWork W3027997911 @default.
- W4313160881 hasRelatedWork W3107474891 @default.
- W4313160881 hasRelatedWork W4287776258 @default.
- W4313160881 hasRelatedWork W4308353688 @default.
- W4313160881 hasRelatedWork W4312501200 @default.
- W4313160881 hasRelatedWork W4313050734 @default.
- W4313160881 hasRelatedWork W4320802194 @default.
- W4313160881 hasRelatedWork W4366224123 @default.
- W4313160881 isParatext "false" @default.
- W4313160881 isRetracted "false" @default.
- W4313160881 workType "article" @default.