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How AI describes RoBERTa

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

RRoBERTaEvidence updating

Parse Score

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#2 of 45 in Social Media Sentiment Analysis Tools

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Sources

arxiv.org shapes more of what AI says about RoBERTa than any other source, at 15% of its citations.

mdpi.com · reddit.com · aclanthology.org · geeksforgeeks.org

AI questions where RoBERTa appears

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The market map

Social Media Sentiment Analysis Tools →
10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →BrandwatchZencityTalkwalkerSprout SocialOrloHootsuiteMeltwaterMentionlyticsSprinklrKomprehendBrand24Hugging FaceLexalyticsMicrosoft

Where AI ranks RoBERTa

Social Media Sentiment Analysis Tools#2
#53
#148

  • Excerpts where RoBERTa appeared in the AI's answer

    Google AI Mode · excerpt
    RoBERTa / DistilBERT with Context Fine-Tuning: Models available on the Hugging Face Sarcasm Detection Hub
    Google AI Mode · excerpt
    RoBERTa and DistilBERT: Fine-tuning these transformers on sarcasm-rich datasets