llm-semantic-router / feedback-detector

huggingface.co
Total runs: 29
24-hour runs: 0
7-day runs: 2
30-day runs: 12
Model's Last Updated: December 12 2025
text-classification

Introduction of feedback-detector

Model Details of feedback-detector

User Satisfaction Classifier

A ModernBERT-based classifier that detects user satisfaction and dissatisfaction reasons from follow-up messages in conversational AI systems.

Key Insight

Follow-up messages alone contain sufficient signal for classification. No conversation context needed—just pass the user's response directly.

Labels
Label Description Example
SAT User is satisfied "Thanks!", "Perfect", "Great!"
NEED_CLARIFICATION User needs more explanation "What do you mean?", "Can you explain?"
WRONG_ANSWER System provided incorrect information "No, that's wrong", "That's not right"
WANT_DIFFERENT User wants alternative options "Show me others", "What else?"
License

Apache 2.0

Runs of llm-semantic-router feedback-detector on huggingface.co

29
Total runs
0
24-hour runs
1
3-day runs
2
7-day runs
12
30-day runs

More Information About feedback-detector huggingface.co Model

More feedback-detector license Visit here:

https://choosealicense.com/licenses/apache-2.0

feedback-detector huggingface.co

feedback-detector huggingface.co is an AI model on huggingface.co that provides feedback-detector's model effect (), which can be used instantly with this llm-semantic-router feedback-detector model. huggingface.co supports a free trial of the feedback-detector model, and also provides paid use of the feedback-detector. Support call feedback-detector model through api, including Node.js, Python, http.

llm-semantic-router feedback-detector online free

feedback-detector huggingface.co is an online trial and call api platform, which integrates feedback-detector's modeling effects, including api services, and provides a free online trial of feedback-detector, you can try feedback-detector online for free by clicking the link below.

llm-semantic-router feedback-detector online free url in huggingface.co:

https://huggingface.co/llm-semantic-router/feedback-detector

feedback-detector install

feedback-detector is an open source model from GitHub that offers a free installation service, and any user can find feedback-detector on GitHub to install. At the same time, huggingface.co provides the effect of feedback-detector install, users can directly use feedback-detector installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

feedback-detector install url in huggingface.co:

https://huggingface.co/llm-semantic-router/feedback-detector

Url of feedback-detector

Provider of feedback-detector huggingface.co

llm-semantic-router
ORGANIZATIONS

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