Allen Roush
I'm not actually doing the proper TextRank algorithm and I should experiment with that to see how effective it is. Going to implement it with networkx most likely, shouldn't be...
Pretty sure that the code for verifying if a typed solution is actually formable from a set of letters is totally wrong. Especially bad given that it's probably an actual...
After reading the documentation, it looks like the Extractive Summarization components only score sentences. While this is how the vast majority of extractive summarization papers work, some extractive summarization systems...
I love this tool. I've been using Bokeh along with UMAP/Ivis/PCA and clustering for dataset visualization like this for awhile - but I am happy to see someone automate this...
I'm really looking for an effective word-level summarization solution. It isn't clear to me how to turn off the "generator" part of the pointer-generator network. Let me know if this...
I implemented a multilabel prediction algorithm for NLP text classification. Basically, use multilabelbinarizer, binary_crossentropy, and a final sigmoid activation. Since I'm not using a softmax on my output neurons -...
Hello! I've been working on the text-generation example from Keras, and I saw your code. I tried to reverse engineer what I already had to work with your character embeddings....
How difficult would it be to turn your code into a word-level model? That is, to select the best words to include in the summary, instead of at the sentence...
The current "End to End" notebook is showing an example of token classification. Can we see examples of regular sentence classification or Regression also in some kind of notebook? In...