# Comprehensive Smart Data Augmentation withMultiple Transformer Models for ImbalancedSentiment Classification

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/comprehensive-smart-data-augmentation-withmultiple-transformer-models-for/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Prashant Upadhyaya,G. L. Saini,Ashish Dangi,Subodh Bansal,Anupam Vyas |
| Citations | 0 |
| DOI | 10.21203/rs.3.rs-8620573/v1 |
| Fields | Computer Science,Psychology |
| Open Access | true |
| OA Status | green |
| OA URL | https://www.researchsquare.com/article/rs-8620573/latest.pdf |
| OpenAlex ID | https://openalex.org/W7127930518 |
| Type | preprint |
| Year | 2026 |

## Paper authors

- [Subodh Bansal](https://scholariq.org/researchers/subodh-bansal/)

## Paper journal

- [Research Square](https://scholariq.org/journals/research-square/)

## Paper primary topic

- [Sentiment Analysis and Opinion Mining](https://scholariq.org/topics/sentiment-analysis-and-opinion-mining/)

## Paper topics

- [Sentiment Analysis and Opinion Mining](https://scholariq.org/topics/sentiment-analysis-and-opinion-mining/)
- [Text and Document Classification Technologies](https://scholariq.org/topics/text-and-document-classification-technologies/)
- [Emotion and Mood Recognition](https://scholariq.org/topics/emotion-and-mood-recognition/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.