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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.

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Should I use regex or machine learning?

What you describe is called Information extraction and is a big field of NLP (Natural Language Processing). You are looking for temporal expression identification. …
Martin Thoma's user avatar
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1 vote

Any research on segmentation of non-text contents out of (mostly) text-documents?

Although I didn't implement it so far, I am pretty sure natural language text vs code snippets is easy: For each block, you make compare the distribution of characters to ground-truth natural languag …
Martin Thoma's user avatar
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0 votes

Is this a good approach to classify tickets which contains description and logs?

First, you should get clear about your non-functional requirements (speed, memory consumption). Make sure you have a clear idea who is going to maintain the software and what the effort will be if you …
Martin Thoma's user avatar
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5 votes
Accepted

Neural Networks for Predictive typing

A neural network is in principle a good choice when you have A LOT of similar data and classification tasks. Predicting the next character (or word... which is just multiple characters) is such a szen …
Martin Thoma's user avatar
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43 votes

When to use cosine simlarity over Euclidean similarity

When to use cosine similarity over Euclidean similarity Cosine similarity looks at the angle between two vectors, euclidian similarity at the distance between two points. Let's say you are in an …
Martin Thoma's user avatar
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