Hinglish Sentiment Analysis Model
First free open-source sentiment analysis model for Hinglish (Hindi-English code-mixed) text.
Model Details
- Base Model: XLM-RoBERTa Base
- Task: 3-class Sentiment Analysis (Positive / Negative / Neutral)
- Language: Hinglish (Hindi-English code-mixed)
- Dataset: 17,000+ real social media samples
- Test Accuracy: 68.5%
How to Use
```python
from transformers import pipeline
classifier = pipeline("text-classification", model="jlee03046/hinglish-sentiment-xlmr")
result = classifier("yaar ye movie bahut bakwaas thi")
print(result) # [{'label': 'LABEL_0', 'score': 0.91}]
```
Labels
- LABEL_0 = Negative
- LABEL_1 = Neutral
- LABEL_2 = Positive
Why This Matters
No free, open-source Hinglish sentiment model existed before this.
Built for Indian startups, researchers, and developers working with Indian social media data.
Author
Built by aditya — fresher passionate about Indian language NLP.
