آموزش یادگیری عمیق - پردازش زبان طبیعی - دانشگاه استنفورد 2017

http://uploadboy.me/jmjjqw2kvmwb/Lecture_1___Natural_Language_Processing_with_Deep_Learning_Deeplearning.ir.mp4.html

http://uploadboy.me/43ek6qsgjc0t/Lecture_2___Word_Vector_Representations__word2vec_Deeplearning.ir.mp4.html

http://uploadboy.me/c7qcda4lgw28/Lecture_3___GloVe__Global_Vectors_for_Word_Representation_Deeplearning.ir.mp4.html

http://uploadboy.me/nmxd2p384l64/Lecture_4__Word_Window_Classification_and_Neural_Networks_Deeplearning.ir.mp4.html

http://uploadboy.me/1dwp5pzuu471/Lecture_5__Backpropagation_and_Project_Advice_Deeplearning.ir.mp4.html

http://uploadboy.me/zjky4x8x9rey/Lecture_6__Dependency_Parsing_Deeplearning.ir.mp4.html

http://uploadboy.me/cxs181gz7gex/Lecture_7__Introduction_to_TensorFlow_Deeplearning.ir.mp4.html

http://uploadboy.me/q5xxfxz8yt5f/Lecture_8__Recurrent_Neural_Networks_and_Language_Models_Deeplearning.ir.mp4.html

http://uploadboy.me/hakk85uitox5/Lecture_9__Machine_Translation_and_Advanced_Recurrent_LSTMs_and_GRUs_Deeplearning.ir.mp4.html

http://uploadboy.me/u7ncx2e8u9az/Lecture_10__Neural_Machine_Translation_and_Models_with_Attention_Deeplearning.ir.mp4.html

http://uploadboy.me/n42yvzsfav95/Lecture_11__Gated_Recurrent_Units_and_Further_Topics_in_NMT_Deeplearning.ir.mp4.html

http://uploadboy.me/kajrjs2hmmtw/Lecture_12__End-to-End_Models_for_Speech_Processing_Deeplearning.ir.mp4.html

http://uploadboy.me/j7pxckcfs3k2/Lecture_13__Convolutional_Neural_Networks_Deeplearning.ir.mp4.html

http://uploadboy.me/oovtnshz7wi9/Lecture_14__Tree_Recursive_Neural_Networks_and_Constituency_Parsing_Deeplearning.ir.mp4.html

http://uploadboy.me/hiwgryfzpxbd/Lecture_15__Coreference_Resolution_Deeplearning.ir.mp4.html

http://uploadboy.me/jjub2q463guk/Lecture_16__Dynamic_Neural_Networks_for_Question_Answering_Deeplearning.ir.mp4.html

http://uploadboy.me/xqyqwgubjoss/Lecture_17__Issues_in_NLP_and_Possible_Architectures_for_NLP_Deeplearning.ir.mp4.html

http://uploadboy.me/86qaq5ew3s24/Lecture_18__Tackling_the_Limits_of_Deep_Learning_for_NLP_Deeplearning.ir.mp4.html

http://uploadboy.me/u7yrzzqq2a10/Review_Session__Midterm_Review_Deeplearning.ir.mp4.html

#یادگیری_عمیق #آموزش #stanford #پردازش_زبان_طبیعی #NLP

By incorporating more advanced training tasks, we've developed ERNIE 2.0, a continual pre-training framework for language understanding. The model built on this framework has outperformed BERT and XLNet on 16 #NLP tasks in Chinese and English.
http://research.baidu.com/Blog/index-view?id=121