Amanpreet Kaur Sandhu

Journal Article

Emoji-Text Sentiment Analysis: A Keyword and Thematic Analysis of Conceptual Evolution and Emerging Trends (2008-2024)

 Journal of Scientometric Research |
Journal Article

Controlled Emoji Effects in Fine-Grained Tweet Valence: A Multi-Metric Benchmark of Transformer Checkpoints

 International Journal of Computer Information Systems and Industrial Management Applications (Vol. 18, Issue 1s, pp. 9-9) |
Transformer sentiment models are routinely benchmarked on social media text; however, performance claims regarding emoji robustness are frequently confounded by...
Conference Paper

Where Emojis Matter: A SemEval Structural Analysis

 International Conference on Innovative Computing and Communication (Springer Nature Switzerland, pp. 631-643) |
Perceiving emotional state of human written text on tweeter also known as X depends upon textual characteristics by deep learning...