Text Classification Siv Convolutional Neural Network (CNN): … zoo li "Kuv ntxub", "zoo heev" thiab yog li CNNs tuaj yeem txheeb xyuas lawv hauv kab lus tsis hais lawv txoj haujlwm.
Neural network twg yog qhov zoo tshaj rau kev faib cov ntawv?
Txoj hauv kev tseem ceeb yog siv lo lus embeddings thiab convolutional neural networks rau kev faib cov ntawv nyeem. Tias ib txheej txheej qauv tuaj yeem ua tau zoo ntawm cov teeb meem me me, thiab cov tswv yim yuav ua li cas los teeb tsa nws. Cov qauv sib sib zog nqus uas ua haujlwm ncaj qha ntawm cov ntawv nyeem yuav yog yav tom ntej ntawm kev ua cov lus ntuj.
CNN puas siv tau rau kev faib tawm?
CNNs tuaj yeem yog siv ntau ntawm cov ntawv thov los ntawm cov duab thiab video paub, kev faib cov duab, thiab cov neeg pom zoorau kev ua cov lus ntuj thiab tshuaj xyuas cov duab kho mob. … Nov yog txoj kev uas CNN ua haujlwm! Duab los ntawm NatWhitePhotography ntawm Pixabay. CNNs muaj cov txheej txheem nkag, thiab cov txheej txheem tso tawm, thiab cov txheej zais.
CNN hom twg siv rau kev faib cov ntawv?
class TextCNN(object): """ A CNN rau kev faib cov ntawv nyeem. Siv cov txheej embedding, ua raws li cov txheej txheem convolutional, max-pooling thiab softmax txheej.
CNN puas siv tau rau kev sau ntawv?
Ib yam li kev faib kab lus, CNN tuaj yeem siv tau rau lwm yam haujlwm NLP xws li tshuab txhais lus, Kev faib tawm kev xav, Kev faib tawm kev sib raug zoo, ntawv nyeemSummaryization, Teb Xaiv thiab lwm yam.
