AI Sentiment Analyzer
NEW
Sentiment and zero-shot themes with HF models
#sentiment#ai#classification#hugging-face
Open Pipeline Studio100% On-Device · Zero-Server
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About AI Sentiment Analyzer
How AI Sentiment Analyzer Works
Your text is classified for polarity and optional candidate themes using Hugging Face Inference models.
Combine DistilBERT sentiment scores with BART-MNLI zero-shot theme labels to analyze reviews, tickets, and social posts.
Frequently asked questions
What labels can I detect?+
Default sentiment is POSITIVE/NEGATIVE. Themes include technical, emotional, marketing, support, and neutral.
Limitations
Short or sarcastic text can confuse classifiers. Treat scores as guidance, not absolute truth.