World's most popular travel blog for travel bloggers.

Advice needed. NLP and ML. Where to start?

, , No Comments
Problem Detail: 

Hi fellow computer scientists,

I just began my journey to the world of ML and NLP so please bear with me. I'm hoping to find some guidance here. I would be very grateful if anyone could point me in the right direction (reading materials, lectures, specific algorithms, tools, etc.) for solving the following list of problems:

  1. Spell checking, grammar checking, proofreading with ML
  2. Text generation on a given topic with ML
  3. "Artistic Style Transfer" for articles (if it is even possible), i.e. "transfer" Shakespeare's writing style onto a given text.

I've done some learning already but neither of this helps:

  1. ML lectures by Andrew Ng
  2. Hacker's guide to Machine learning
  3. Udacity's Introduction to Deep Learning
Asked By : vooD
Answered By : Sven Buechel

As far as I can see, your reading list lacks specific NLP introductions. A really good starting point is Dan Jurafsky and Chris Manning's Coursera course (for example here https://www.youtube.com/watch?v=nfoudtpBV68 ). This specifically covers spell checking in one of the first videos.

In general, spell checking is a rather easy task, while (convincing) text generation is a lot harder. Grammar checking should be easy in theory but I'm not sure about that. Concerning proofreading, I'm not completely sure what you mean by that. Does this extend over spell and grammar checking, in your point of view?

Artistic style transfer is possible although I'm not sure what the current state of the art. You could be more luckily diving into stylometry (https://en.wikipedia.org/wiki/Stylometry) there.

A really good NLP text book to start with is Jurafsky and Martin: Speech and Language Processing (specifically covering generation). 1st edition is publicly available as pdf (just google). But there is also a 2nd edition and they are currently working on a 3rd (the chapters they are done writing are freely available as well).

Best Answer from StackOverflow

Question Source : http://cs.stackexchange.com/questions/66309

3200 people like this

 Download Related Notes/Documents

0 comments:

Post a Comment

Let us know your responses and feedback