CODEWITHSUNDEEP
pythontext-miningdata-analysissentiment-analysisdata-science
Guna
Guna

Reputation: 31

Aspect based sentiment analysis libraries

I'm working on a project where I have to perform aspect-based sentiment analysis on verbal comments. Can anybody suggest some good existing libraries or examples?

Upvotes: 0

Views: 3387

Answers (2)

evan.oman
evan.oman

Reputation: 5572

Not a tool per se but I had a a similar project and got pretty good results using the methods outlined in this paper. The basic idea is to use something like CoreNLP to run a dependency parse and then use some predefined patterns(like NN is/are/was ADJ) to find (aspect, adjective) pairs. The adjectives are then assigned a sentiment based on a provided adjective sentiment lexicon.

I was working with Yelp restaurant reviews and was able to code up a reasonably accurate extractor within a few days.

Upvotes: 3

Giordano
Giordano

Reputation: 5580

Something similar to your project is the Twitter sentiment analysis projects.

Follow some examples:

  1. First example
  2. Second example
  3. Third example

I suggest you to use NLTK library. Check also the 'How To Section' for examples.

I hope that these information are usefull.

If these are not in your interest, please add some details to your questio in order to answer better.

Upvotes: 1

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