FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891628540> ?p ?o ?g. }

• W2891628540 abstract "We present a new architecture and a training strategy for an adaptive mixture of experts with applications to domain robust language modeling. The proposed model is designed to benefit from the scenario where the training data are available in diverse domains as is the case for YouTube speech recognition. The two core components of our model are an ensemble of parallel long short-term memory (LSTM) expert layers for each domain and another LSTM based network which generates state dependent mixture weights for combining expert LSTM states by linear interpolation. The resulting model is a recurrent adaptive mixture model (RADMM) of domain experts. We train our model on 4.4B words from YouTube speech recognition data. We report results on the YouTube speech recognition test set. Compared with a background LSTM model, we obtain up to 12% relative improvement in perplexity and an improvement in word error rate from 12.3% to 12.1 % while using a lattice rescoring with strong pruning." @default.
• W2891628540 created "2018-09-27" @default.
• W2891628540 creator A5002810304 @default.
• W2891628540 creator A5050479740 @default.
• W2891628540 creator A5065338569 @default.
• W2891628540 creator A5083413053 @default.
• W2891628540 date "2018-04-01" @default.
• W2891628540 modified "2023-10-11" @default.
• W2891628540 title "RADMM: Recurrent Adaptive Mixture Model with Applications to Domain Robust Language Modeling" @default.
• W2891628540 cites W179875071 @default.
• W2891628540 cites W2033256038 @default.
• W2891628540 cites W2043385819 @default.
• W2891628540 cites W2064675550 @default.
• W2891628540 cites W2092845679 @default.
• W2891628540 cites W2112874453 @default.
• W2891628540 cites W2150884987 @default.
• W2891628540 cites W2238524221 @default.
• W2891628540 cites W2296545762 @default.
• W2891628540 cites W2402268235 @default.
• W2891628540 cites W2513257850 @default.
• W2891628540 cites W2545177271 @default.
• W2891628540 cites W2721415098 @default.
• W2891628540 cites W2747236259 @default.
• W2891628540 cites W2962978267 @default.
• W2891628540 doi "https://doi.org/10.1109/icassp.2018.8461628" @default.
• W2891628540 hasPublicationYear "2018" @default.
• W2891628540 type Work @default.
• W2891628540 sameAs 2891628540 @default.
• W2891628540 citedByCount "17" @default.
• W2891628540 countsByYear W28916285402019 @default.
• W2891628540 countsByYear W28916285402020 @default.
• W2891628540 countsByYear W28916285402021 @default.
• W2891628540 countsByYear W28916285402022 @default.
• W2891628540 countsByYear W28916285402023 @default.
• W2891628540 crossrefType "proceedings-article" @default.
• W2891628540 hasAuthorship W2891628540A5002810304 @default.
• W2891628540 hasAuthorship W2891628540A5050479740 @default.
• W2891628540 hasAuthorship W2891628540A5065338569 @default.
• W2891628540 hasAuthorship W2891628540A5083413053 @default.
• W2891628540 hasConcept C100279451 @default.
• W2891628540 hasConcept C104114177 @default.
• W2891628540 hasConcept C108010975 @default.
• W2891628540 hasConcept C119857082 @default.
• W2891628540 hasConcept C134306372 @default.
• W2891628540 hasConcept C137293760 @default.
• W2891628540 hasConcept C137800194 @default.
• W2891628540 hasConcept C138885662 @default.
• W2891628540 hasConcept C154945302 @default.
• W2891628540 hasConcept C155635449 @default.
• W2891628540 hasConcept C16910744 @default.
• W2891628540 hasConcept C169903167 @default.
• W2891628540 hasConcept C177264268 @default.
• W2891628540 hasConcept C199360897 @default.
• W2891628540 hasConcept C204321447 @default.
• W2891628540 hasConcept C28490314 @default.
• W2891628540 hasConcept C33923547 @default.
• W2891628540 hasConcept C36503486 @default.
• W2891628540 hasConcept C40969351 @default.
• W2891628540 hasConcept C41008148 @default.
• W2891628540 hasConcept C41895202 @default.
• W2891628540 hasConcept C51632099 @default.
• W2891628540 hasConcept C61328038 @default.
• W2891628540 hasConcept C6557445 @default.
• W2891628540 hasConcept C86803240 @default.
• W2891628540 hasConcept C90805587 @default.
• W2891628540 hasConceptScore W2891628540C100279451 @default.
• W2891628540 hasConceptScore W2891628540C104114177 @default.
• W2891628540 hasConceptScore W2891628540C108010975 @default.
• W2891628540 hasConceptScore W2891628540C119857082 @default.
• W2891628540 hasConceptScore W2891628540C134306372 @default.
• W2891628540 hasConceptScore W2891628540C137293760 @default.
• W2891628540 hasConceptScore W2891628540C137800194 @default.
• W2891628540 hasConceptScore W2891628540C138885662 @default.
• W2891628540 hasConceptScore W2891628540C154945302 @default.
• W2891628540 hasConceptScore W2891628540C155635449 @default.
• W2891628540 hasConceptScore W2891628540C16910744 @default.
• W2891628540 hasConceptScore W2891628540C169903167 @default.
• W2891628540 hasConceptScore W2891628540C177264268 @default.
• W2891628540 hasConceptScore W2891628540C199360897 @default.
• W2891628540 hasConceptScore W2891628540C204321447 @default.
• W2891628540 hasConceptScore W2891628540C28490314 @default.
• W2891628540 hasConceptScore W2891628540C33923547 @default.
• W2891628540 hasConceptScore W2891628540C36503486 @default.
• W2891628540 hasConceptScore W2891628540C40969351 @default.
• W2891628540 hasConceptScore W2891628540C41008148 @default.
• W2891628540 hasConceptScore W2891628540C41895202 @default.
• W2891628540 hasConceptScore W2891628540C51632099 @default.
• W2891628540 hasConceptScore W2891628540C61328038 @default.
• W2891628540 hasConceptScore W2891628540C6557445 @default.
• W2891628540 hasConceptScore W2891628540C86803240 @default.
• W2891628540 hasConceptScore W2891628540C90805587 @default.
• W2891628540 hasLocation W28916285401 @default.
• W2891628540 hasOpenAccess W2891628540 @default.
• W2891628540 hasPrimaryLocation W28916285401 @default.
• W2891628540 hasRelatedWork W1494910745 @default.
• W2891628540 hasRelatedWork W1577263324 @default.
• W2891628540 hasRelatedWork W1578024259 @default.
• W2891628540 hasRelatedWork W2050138804 @default.
• W2891628540 hasRelatedWork W2145230572 @default.
• W2891628540 hasRelatedWork W2151348424 @default.

• next