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word-embedding

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pravj
pravj commented Oct 2, 2018

Given that the accuracy of an OCR system depends on the following (not limited to) factors:

  • Distribution of text in the image
  • Quality of image

It doesn't result in a correct word detection all the times. For example, a word Shoe on screen might result in Shot for a distorted image.

We can experiment with the spell correction to see if that can help in such situations by using the h

lovit
lovit commented Dec 6, 2018

현재 document vector inference 는 학습 데이터에 존재하는 단어만을 이용한다. word vector inference 이후 word representation 을 append 할 때, transformer 에도 이 정보를 함께 append 하면 이후 새로운 단어도 이용되어 doc vec inference 가 가능하다.

doc vec inference 함수에 입력되는 (doc, term) matrix 에 새로운 단어가 포함되어 있을 경우, 이 단어들에 대하여 word vector inference 를 먼저 수행한 뒤, doc vec inference 를 할 수도 있다

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