victorwkey/tourism-subjectivity-bert

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