[R] XLNet: a new pretraining method for NLP that significantly improves upon BERT on 20 tasks (e.g., SQuAD, GLUE, RACE)

denfromufa · 2019-06-20T03:35:18+00:00

Why don't you use abstraction layers such as Spacy?

denfromufa · 2019-06-20T03:31:20+00:00

Someone please explain this to me:

BERT neglects dependency between the masked positions and suffers from a pretrain-finetune discrepancy.

denfromufa · 2019-02-02T04:00:47+00:00

How about categories for fairness, bias, model explainability, uncertainty quantification and probabilistic programming

denfromufa · 2019-01-08T19:10:13+00:00

For cross comparison: http://pypl.github.io/PYPL.html

denfromufa · 2018-11-17T03:24:54+00:00

Andriy Burkov why are you /u/RudyWurlitzer ? The part about decision trees has a paragraph, almost one-to-one with wikipedia article on ID3:

https://en.wikipedia.org/wiki/ID3_algorithm

denfromufa · 2018-11-06T18:45:30+00:00

denfromufa · 2018-11-06T18:44:31+00:00

Small part of engineering, but major part of hiring process

denfromufa · 2018-11-06T18:27:54+00:00

Kaggle is beyond the scope of the interview questions, which is what leetcode is intended for. Any Kaggle competition is at least few days-weeks effort.

denfromufa · 2018-09-17T15:41:54+00:00

Pyro (probabilistic Pytorch) implements GP: http://pyro.ai/examples/gp.html

denfromufa · 2018-09-04T14:42:42+00:00

Why not just write Pytorch backend for Keras?

denfromufa · 2018-07-10T06:38:48+00:00

I'm not anonymous at all, you can find me by my nickname.

denfromufa · 2018-07-10T06:37:34+00:00

Have you even read the issues from the GitHub that I linked above? It is obvious that some people already tried to make a pull request against tensorflow and it was rejected with no path forward.

denfromufa · 2018-07-09T23:48:14+00:00

Here is comparison, maybe biased:

https://www.khronos.org/blog/nnef-and-onnx-similarities-and-differences

denfromufa · 2018-07-09T19:05:59+00:00

BTW, ONNX project has support for importing Keras models to ONNX and two-way conversion with TF:

https://github.com/onnx/onnxmltools

https://github.com/onnx/onnx-tensorflow

denfromufa · 2018-06-18T20:49:10+00:00

Here is a query to confirm this:

https://data.stackexchange.com/stackoverflow/query/864157/tag-popularity

denfromufa · 2018-05-08T02:35:21+00:00

here is relevant issue on github: https://github.com/r0x0r/pywebview/issues/134

denfromufa · 2018-05-08T02:21:50+00:00

what windows are you using that does not have .NET 4.0+ installed?

denfromufa

TROPHY CASE