A Critical Review of Recurrent Neural Networks for Sequence Learning
Countlesslearningtasksrequiredealingwithsequentialdata.Imagecaptioning,speechsynthesis,andmusicgenerationallrequirethatamodelproduceoutputsthataresequences.Inotherdomains,suchastimeseriesprediction,videoanalysis,andmusicalinformationretrieval,amodelmustlearnfrominputsthataresequences.I
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