NepEMO: Emotion and Sentiment Analysis on Nepali Reddit
Research Paper#Natural Language Processing, Sentiment Analysis, Emotion Detection, Nepali Language, Reddit🔬 Research|Analyzed: Jan 3, 2026 16:20•
Published: Dec 28, 2025 07:27
•1 min read
•ArXivAnalysis
This paper addresses a gap in NLP research by focusing on Nepali language and culture, specifically analyzing emotions and sentiment on Reddit. The creation of a new dataset (NepEMO) is a significant contribution, enabling further research in this area. The paper's analysis of linguistic insights and comparison of various models provides valuable information for researchers and practitioners interested in Nepali NLP.
Key Takeaways
- •Presents NepEMO, a new dataset for multi-label emotion and sentiment analysis on Nepali Reddit posts.
- •Provides linguistic insights into emotion trends, co-occurrence, and sentiment-specific n-grams.
- •Compares various machine learning, deep learning, and transformer models for the tasks.
- •Demonstrates the superior performance of transformer models for both emotion and sentiment classification.
Reference / Citation
View Original"Transformer models consistently outperform the ML and DL models for both MLE and SC tasks."