I find sentiment analysis to be frequently off, completely off, of what the sentiment actually should be. Here are some examples,
- I told you to not do that - Sentiment 0.81 (positive) .. how is this positive?
- if you drop the glass i will beat you - Sentiment 0.74 (positive) .. how in the world is beating someone positive?
- You made a mess - Sentiment 0.76 (positive) .. how is this positive?
etc. many other such examples!
Questions,
- Is it possible to tweak this per your model?
- Is it possible to have a conversation thread be analyzed for sentiment? For instance, utterance: you made a mess, it's okay, count to ten .. .. here count to ten is .. reassuring .. i.e. it's okay, take a deep breath. Sentiment should be positive!
But saying just "count to ten" should be not as positive.
How far can I take Microsoft cognitive services sentiment analysis? Are there better/other options?
Thanks!