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Results tagged with nlp
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user 27632
Natural language processing (NLP) is a field of computer science, artificial intelligence, and linguistics concerned with the interactions between computers and human (natural) languages. As such, NLP is related to the area of human–computer interaction. Many challenges in NLP involve natural language understanding, that is, enabling computers to derive meaning from human or natural language input, and others involve natural language generation.
2
votes
Learning token dictionary
Actually you can often just split on the white space, remove punctuation, and lowercase. This will provide your tokens. For example, if I had a string "jdf asdsa sdfr" (no English), then I could deriv …
- 316
1
vote
Learning token dictionary
Also, for words that appear together as one such as "wordsthatappeartogetherasone", I suggest using Microsoft Cognitive Services Bing Spell Check API. It has word break functionality. You can test it …
- 316
1
vote
Algorithms and techniques for spell checking
I would assume you want to do this for the cleaning phase of your project. Microsoft Cognitive Services provides a spell check API https://www.microsoft.com/cognitive-services/en-us/bing-spell-check-a …
- 316
2
votes
How to initialize a new word2vec model with pre-trained model weights?
If you are looking for a pre-trained net for word-embeddings, I would suggest GloVe. The following blog from Keras is very informative of how to implement this. It also has a link to the pre-trained G …
- 316