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## Overview
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This repository contains a **fine-tuned BanglaBERT model** for **dual-head multi-label classification** — detecting both **sentiment** (positive, neutral, negative) and **sarcasm** (sarcastic, non-sarcastic) in Bangla social media text.
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The model is designed for **low-resource NLP** and is trained on a manually annotated dataset of **5,635 Bangla Facebook and YouTube comments** related to Bangladesh’s performance in the **2023 ICC Cricket World Cup**. The preprint is available on [Zenodo
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## Model Architecture
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## Overview
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This repository contains a **fine-tuned BanglaBERT model** for **dual-head multi-label classification** — detecting both **sentiment** (positive, neutral, negative) and **sarcasm** (sarcastic, non-sarcastic) in Bangla social media text.
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The model is designed for **low-resource NLP** and is trained on a manually annotated dataset of **5,635 Bangla Facebook and YouTube comments** related to Bangladesh’s performance in the **2023 ICC Cricket World Cup**. The preprint is available on [Zenodo](https://zenodo.org/records/17192759?token=eyJhbGciOiJIUzUxMiJ9.eyJpZCI6ImI3YzMwNjc5LTkwM2MtNDAzNS04NTRkLWQ5NzEzNThkODExOSIsImRhdGEiOnt9LCJyYW5kb20iOiJiYzhiMmY3OTYxMTQ1MTVhNDlkN2I1NjU4NTc1ODExMyJ9.bS3luK5oWk05RR0b5RjmrWwObaOwwZCiIZIy-mNaWGNDZ7mqjb9g9xHV6CDpDpPIpZr4VhZZVcCTsTqjYa0yVg).
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## Model Architecture
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