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aikorea/awesome-rl: Reinforcement learning resources curated
GitHub is where people build software. More than 28 million people use GitHub to discover, fork, and contribute to over 85 million projects.
ml  rnn  code  papers 
7 days ago by rryan
The 7 NLP Techniques That Will Change How You Communicate in the Future (Part II)
In part 1, I introduced the field of Natural Language Processing (NLP) and the deep learning movement that’s powered it. I also walked you through 3 critical concepts in NLP: text embeddings (vector…
nlp  techniques  rnn  neural  network  layers  combined 
10 days ago by tranqy
[1702.01923] Comparative Study of CNN and RNN for Natural Language Processing
"Deep neural networks (DNN) have revolutionized the field of natural language processing (NLP). Convolutional neural network (CNN) and recurrent neural network (RNN), the two main types of DNN architectures, are widely explored to handle various NLP tasks. CNN is supposed to be good at extracting position-invariant features and RNN at modeling units in sequence. The state of the art on many NLP tasks often switches due to the battle between CNNs and RNNs. This work is the first systematic comparison of CNN and RNN on a wide range of representative NLP tasks, aiming to give basic guidance for DNN selection."
convnet  rnn  nlp 
19 days ago by arsyed

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