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tourism-subjectivity-bert
victorwkey/tourism-subjectivity-bert
tourism-subjectivity-bert is a text classification model from victorwkey. Use it when you need a label for a piece of text. The card lists the license as mit.
A BERT-based model fine-tuned for classifying tourism reviews as subjective or objective.
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At a glance
- Task
- Text Classification
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Jan 29, 2026
- Updated
- Jan 30, 2026
- SHA
- ca31e121
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Datasets
Model card
From the Hugging Face model README
Tourism Opinion Subjectivity Classifier
A BERT-based model fine-tuned for classifying tourism reviews as subjective or objective.
Model Description
This model was trained as part of the AI Tourism Opinion Analyzer project to detect subjectivity in customer reviews.
Usage
from transformers import AutoModelForSequenceClassification, AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained("victorwkey/tourism-subjectivity-bert")
model = AutoModelForSequenceClassification.from_pretrained("victorwkey/tourism-subjectivity-bert")
# Example
text = "El hotel tiene una piscina muy bonita"
inputs = tokenizer(text, return_tensors="pt")
outputs = model(**inputs)
Training
- Base model: BERT multilingual
- Task: Binary classification (subjective/objective)
- Dataset: Custom tourism reviews dataset
- Task
- Text Classification
- Type
- bert
- License
- mit
- Languages
- es, en
- Created
- Jan 29, 2026
- Updated
- Jan 30, 2026