Browsing Auburn Theses and Dissertations by Author "Karmaker, Shubhra Kanti"

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Enhancing Aspect-Based Sentiment Analysis: Investigating Aspect Term Extraction and Annotation Schemes

Taylor, Gabrielle (2023-08-03) ETD File Embargoed

We live in an age where there is constantly an increasing need for detailed information. From the company that needs to know what their users are feeling and thinking about their product to another crisis like a global ...

Improving Interpretability and Accuracy of Artificial Intelligence in Natural Language and Image Understanding

Pham, Thang (2024-07-22)

Transformer-based models, such as BERT, have revolutionized natural language processing (NLP) by setting new standards for accuracy and capability. BERT has achieved state-of-the-art (SOTA) results on many NLP tasks and ...