Matches in SemOpenAlex for { <https://semopenalex.org/work/W3094678471> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W3094678471 abstract "We propose a novel architecture for labelling character sequences that achieves state-of-the-art results on the Tashkeela Arabic diacritization benchmark. The core is a two-level recurrence hierarchy that operates on the word and character levels separately---enabling faster training and inference than comparable traditional models. A cross-level attention module further connects the two, and opens the door for network interpretability. The task module is a softmax classifier that enumerates valid combinations of diacritics. This architecture can be extended with a recurrent decoder that optionally accepts priors from partially diacritized text, which improves results. We employ extra tricks such as sentence dropout and majority voting to further boost the final result. Our best model achieves a WER of 5.34%, outperforming the previous state-of-the-art with a 30.56% relative error reduction." @default.
- W3094678471 created "2020-11-09" @default.
- W3094678471 creator A5073249931 @default.
- W3094678471 creator A5090572320 @default.
- W3094678471 creator A5091266766 @default.
- W3094678471 date "2020-11-01" @default.
- W3094678471 modified "2023-09-26" @default.
- W3094678471 title "Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization" @default.
- W3094678471 cites W1566256432 @default.
- W3094678471 cites W1924770834 @default.
- W3094678471 cites W2041349462 @default.
- W3094678471 cites W2056382745 @default.
- W3094678471 cites W2095705004 @default.
- W3094678471 cites W2132283323 @default.
- W3094678471 cites W2153186553 @default.
- W3094678471 cites W2250751111 @default.
- W3094678471 cites W2250816155 @default.
- W3094678471 cites W2493916176 @default.
- W3094678471 cites W2626778328 @default.
- W3094678471 cites W2740272870 @default.
- W3094678471 cites W2945888757 @default.
- W3094678471 cites W2962784628 @default.
- W3094678471 cites W2963266340 @default.
- W3094678471 cites W2964121744 @default.
- W3094678471 cites W2966083394 @default.
- W3094678471 cites W2970971581 @default.
- W3094678471 cites W3015320364 @default.
- W3094678471 cites W3028132812 @default.
- W3094678471 cites W3102201419 @default.
- W3094678471 cites W45643337 @default.
- W3094678471 hasPublicationYear "2020" @default.
- W3094678471 type Work @default.
- W3094678471 sameAs 3094678471 @default.
- W3094678471 citedByCount "0" @default.
- W3094678471 crossrefType "posted-content" @default.
- W3094678471 hasAuthorship W3094678471A5073249931 @default.
- W3094678471 hasAuthorship W3094678471A5090572320 @default.
- W3094678471 hasAuthorship W3094678471A5091266766 @default.
- W3094678471 hasConcept C108583219 @default.
- W3094678471 hasConcept C119857082 @default.
- W3094678471 hasConcept C13280743 @default.
- W3094678471 hasConcept C154945302 @default.
- W3094678471 hasConcept C185798385 @default.
- W3094678471 hasConcept C188441871 @default.
- W3094678471 hasConcept C204321447 @default.
- W3094678471 hasConcept C205649164 @default.
- W3094678471 hasConcept C2776145597 @default.
- W3094678471 hasConcept C2776214188 @default.
- W3094678471 hasConcept C2777530160 @default.
- W3094678471 hasConcept C2781067378 @default.
- W3094678471 hasConcept C41008148 @default.
- W3094678471 hasConcept C95623464 @default.
- W3094678471 hasConceptScore W3094678471C108583219 @default.
- W3094678471 hasConceptScore W3094678471C119857082 @default.
- W3094678471 hasConceptScore W3094678471C13280743 @default.
- W3094678471 hasConceptScore W3094678471C154945302 @default.
- W3094678471 hasConceptScore W3094678471C185798385 @default.
- W3094678471 hasConceptScore W3094678471C188441871 @default.
- W3094678471 hasConceptScore W3094678471C204321447 @default.
- W3094678471 hasConceptScore W3094678471C205649164 @default.
- W3094678471 hasConceptScore W3094678471C2776145597 @default.
- W3094678471 hasConceptScore W3094678471C2776214188 @default.
- W3094678471 hasConceptScore W3094678471C2777530160 @default.
- W3094678471 hasConceptScore W3094678471C2781067378 @default.
- W3094678471 hasConceptScore W3094678471C41008148 @default.
- W3094678471 hasConceptScore W3094678471C95623464 @default.
- W3094678471 hasLocation W30946784711 @default.
- W3094678471 hasOpenAccess W3094678471 @default.
- W3094678471 hasPrimaryLocation W30946784711 @default.
- W3094678471 hasRelatedWork W149848483 @default.
- W3094678471 hasRelatedWork W1736600331 @default.
- W3094678471 hasRelatedWork W2101752047 @default.
- W3094678471 hasRelatedWork W2102131353 @default.
- W3094678471 hasRelatedWork W2130942839 @default.
- W3094678471 hasRelatedWork W2404007507 @default.
- W3094678471 hasRelatedWork W2550428367 @default.
- W3094678471 hasRelatedWork W2626778328 @default.
- W3094678471 hasRelatedWork W2759575900 @default.
- W3094678471 hasRelatedWork W2931612954 @default.
- W3094678471 hasRelatedWork W2949150836 @default.
- W3094678471 hasRelatedWork W2970686691 @default.
- W3094678471 hasRelatedWork W2974635524 @default.
- W3094678471 hasRelatedWork W3102201419 @default.
- W3094678471 hasRelatedWork W3120512534 @default.
- W3094678471 hasRelatedWork W3126209702 @default.
- W3094678471 hasRelatedWork W3126729634 @default.
- W3094678471 hasRelatedWork W3174418826 @default.
- W3094678471 hasRelatedWork W3184958573 @default.
- W3094678471 hasRelatedWork W3202532667 @default.
- W3094678471 isParatext "false" @default.
- W3094678471 isRetracted "false" @default.
- W3094678471 magId "3094678471" @default.
- W3094678471 workType "article" @default.