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Sentiment analysis of multi party conversations using Keras for BITS F312

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Objective

Sentiment analysis of multi party conversations You have 4 classes:

  • POSITIVE: The conversation has a predominantly positive sentiment.
  • NEUTRAL: Absence of sentiment for most parts of the conversation.
  • NEGATIVE: The conversation has a predominantly negative sentiment.
  • MIXED: No dominating sentiment. A mixture of both positive and negative sentiments is present.

Training Dataset

LINK

Libraries Used

  • numpy
  • scipy
  • pandas
  • scikit-learn
  • tensorflow
  • keras
  • nltk

For Implementation refer

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Sentiment analysis of multi party conversations using Keras for BITS F312

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