Scholar
Dr. Ranjan Satapathy
Google Scholar ID: -eQVwhEAAAAJ
A*STAR, Singapore
Citations & Impact
Citations
884
H-index
14
i10-index
16
Publications
20
Co-authors
0
Resume
Academic Achievements
- Co-authored over 20 research papers, including book chapters and accepted conference and journal articles. Specific publications include:
- - Sentiment analysis in the bio-medical domain: techniques, tools, and applications
- - Survey of Speechless Interaction Techniques in Social Robotics
- - Plausible Extractive Rationalization through Semi-Supervised Entailment Signal
- - How Interpretable are Reasoning Explanations from Prompting Large Language Models?
- - Recent Development of Recommender System: a survey
- - Polarity and Subjective classification with Multi-task Learning and BERT Embedding
- - A Review of Shorthand Systems: From Brachygraphy to Microtext and Beyond
- - Seq2Seq Deep Learning Models for Microtext Normalization
- - PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis
- - Fuzzy commonsense reasoning for multimodal sentiment analysis
- - Can a Humanoid Robot be part of the Organizational Work Force? A User Study leveraging on Sentiment Analysis
Research Experience
- Worked in the field of Natural Language Processing and Opinion Mining for 7 years. Current research interests lie at the intersection of Sustainable and Green Finance, Explainability and Interpretability, and Generative AI.
Education
- Graduated from Nanyang Technological University with a Ph.D. degree, under the supervision of Dr. Erik Cambria, specializing in Natural Language Understanding and Opinion Mining.
Background
- NLP Scientist, with research interests in Natural Language Processing, Natural Language Understanding, Deep Learning, and Opinion Mining. Particularly focused on sustainable finance and Semantic AI.
Miscellany
- Enthusiastic about teaching and mentoring students, with a strong passion for entrepreneurship, and loves to work with people who are driven to make a difference in the world.