NLP 论文时间线

model 论文链接 作者 公司 时间
NNLM Can Artificial Neural Networks Learn Language Models? 徐伟 百度 IDL (深度学习研究院) 2000.10
NNLM A Neural Probabilistic Language Model Bengio 2001、2003JMLR 2001、2003
RNNLM RNNLM - Recurrent Neural Network Language Modeling Toolkit 2011
NNLM Statistical Language Models Based on Neural Networks 2013
Efficient Estimation of Word Representation in Vector Space Tomas Mikolov 2013
Distributed Representations of Sentences and Documents Tomas Mikolov 2014
Enriching Word Vectors with Subword Information Tomas Mikolov 2016
Wide & Deep Learning for Recommender Systems 2016.06
Deep Neural Networks for YouTube Recommendations 2016.09
LDA Latent Dirichlet Allocation
Convolutional Neural Networks for Sentence Classification
Attention Attention Is All You Need 2017.06
Bert
XLnet XLNet: Generalized Autoregressive Pretraining for Language Understanding 2019.06
ON-LSTM Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks 2018.10

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