CODEWITHSUNDEEP
nlp
c.uent
c.uent

Reputation: 115

Determine a category from keywords

After clustering process I have a bunch of words that have some similarity. I would like to categorize these words.

For example, If I have this words:

Maybe the right category is Semantic Web.

I know this kind of problems could be solved wit NLP, but I new in NLP and I don't know where to start. Anyone could say me what the correct way is? or If it's reachable?

Note: I found similar problems They have solved with collocation and POS tagging. Could I apply it for this specific problem?

Upvotes: 1

Views: 93

Answers (1)

Marc Tomlinson
Marc Tomlinson

Reputation: 71

You could search for papers on Topic Labelling - It is generally considered a pretty hard problem. A paper such as the following is probably a good place to start though. The authors have a few others that are relevant as well.

Lau, J. H., Grieser, K., Newman, D., & Baldwin, T. (2011, June). Automatic labelling of topic models. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies-Volume 1 (pp. 1536-1545). Association for Computational Linguistics.

Upvotes: 1

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