Is there an open-source way to replicate entity-level sentiment from Google's Cloud Natural Language API?

• ABSA-PyTorch

  1 1,950 0.0 Python

  Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

I'm learning about NLP and was really impressed with Google's Natural Language API (demo). It seems that entity-level sentiment analysis is the future of NLP. Has anyone in the community come across open-source libraries that replicate the API (although of course with lower F1 scores). I found an excellent repo called ABSA-PyTorch but it seems that all the implementations are classification-based; that is, they return "positive/negative" rather than a spectrum between positive and negative. Is there a sub field of Aspect-Based Sentiment Analysis (ABSA) that isn't classification based? I wasn't able to find any keywords despite hours of Google searching.

• entity-sentiment-analysis

  1 12 0.0 Python

  Various ops for handling several entities in a document, perform anaphora resolution, clustering, etc.

I'm currently playing around with another repo I found, but the last commit was in 2018. I'm sure there are more modern implementations.

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