content.raw: 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:  
content.type: text
content.value: 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:  
content.href: https://addmaple.com/sentiment
content.raw: https://addmaple.com/sentiment
content.type: link
content.type: new_line
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content.raw: Compare 12 models - top RoBERTa models, plus Google/AWS commercial offerings and GPT4o.
content.type: text
content.value: Compare 12 models - top RoBERTa models, plus Google/AWS commercial offerings and GPT4o.
content.type: new_line
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content.raw: 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. 
content.type: text
content.value: 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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content.raw: 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." - 
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content.value: 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." - 
content.href: https://addmaple.com/sentiment/public-reviews/manteca/C9bvMuyAeF1g
content.raw: https://addmaple.com/sentiment/public-reviews/manteca/C9bvMuyAeF1g
content.type: link
content.type: new_line
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content.raw: SiEBERT gets it right, as do Google and OpenAI but all other models fail.
content.type: text
content.value: SiEBERT gets it right, as do Google and OpenAI but all other models fail.
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content.raw: We'd love your feedback
content.type: text
content.value: We'd love your feedback
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content.raw: Hitra
content.type: text
content.value: Hitra
content.type: new_line
content.type: new_line
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rawContent: 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
  
  
  
reactions.reaction: 👀
reactions.users: John6666
reactions.reaction: 🤝
reactions.users: prithivMLmods