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Hey, we've been researching how sentiment analysis models work on real world data and would like to share a comparison tool and leaderboard that we've built:  
Hey, we've been researching how sentiment analysis models work on real world data and would like to share a comparison tool and leaderboard that we've built:  
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https://addmaple.com/sentiment
https://addmaple.com/sentiment
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Compare 12 models - top RoBERTa models, plus Google/AWS commercial offerings and GPT4o.
Compare 12 models - top RoBERTa models, plus Google/AWS commercial offerings and GPT4o.
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Rather than just a score, you can explore results by those with the highest disagreement between models, which gives a nice intuition for the strengths and weaknesses of each model. 
Rather than just a score, you can explore results by those with the highest disagreement between models, which gives a nice intuition for the strengths and weaknesses of each model. 
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For example a genuine restaurant review is: "Food doesn’t get better than this. I was sad when I finished, actually sad. To die for." - 
For example a genuine restaurant review is: "Food doesn’t get better than this. I was sad when I finished, actually sad. To die for." - 
link
https://addmaple.com/sentiment/public-reviews/manteca/C9bvMuyAeF1g
https://addmaple.com/sentiment/public-reviews/manteca/C9bvMuyAeF1g
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SiEBERT gets it right, as do Google and OpenAI but all other models fail.
SiEBERT gets it right, as do Google and OpenAI but all other models fail.
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We'd love your feedback
We'd love your feedback
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Hitra
Hitra
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Hey, we've been researching how sentiment analysis models work on real world data and would like to share a comparison tool and leaderboard that we've built:  https://addmaple.com/sentiment

Compare 12 models - top RoBERTa models, plus Google/AWS commercial offerings and GPT4o.

Rather than just a score, you can explore results by those with the highest disagreement between models, which gives a nice intuition for the strengths and weaknesses of each model. 

For example a genuine restaurant review is: "Food doesn’t get better than this. I was sad when I finished, actually sad. To die for." - https://addmaple.com/sentiment/public-reviews/manteca/C9bvMuyAeF1g

SiEBERT gets it right, as do Google and OpenAI but all other models fail.

We'd love your feedback

Hitra



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John6666
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prithivMLmods