Challenges of Evaluating Sentiment Analysis Tools on Social Media

This paper discusses the challenges in carrying out fair comparative evaluations of sentiment analysis systems. Firstly, these are due to differences in corpus annotation guidelines and sentiment class distribution... (read more)

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