ABOUT
I am a Senior Scientist at IHPC, A*STAR, where I lead Semantic AI for Sustainable and Green Finance Domain. I graduated from Nanyang Technological University with a Ph.D. degree, under the supervision of Dr. Erik Cambria with specialization in Natural Language Understanding and Opinion Mining. I have been working in the field of Natural Language Processing and Opinion Mining for 7 years. My current research interest lies at the intersection of Sustainable and Green Finance, Explainability and Interpretability, and Generative AI. I am enthusiastic about collaboration and eager to offer guidance and support to startups and individuals. Explore my Google Scholar profile for a comprehensive list of my publications. Let's connect and explore the possibilities together!
PUBLICATIONS
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Sentiment analysis in the bio-medical domain: techniques, tools, and applications
Springer Interntional Publishing AG,
[Book] -
Survey of Speechless Interaction Techniques in Social Robotics
Intelligent Scene Modeling and Human-Computer Interaction, Springer
[Book Chapter] -
Plausible Extractive Rationalization through Semi-Supervised Entailment Signal
Accepted in ACL Findings 2024 -
How Interpretable are Reasoning Explanations from Prompting Large Language Models?
Accepted in NAACL Findings 2024 -
Recent Development of Recommender System: a survey
Accepted in IEEE Computational Intelligence Magazine 2024 [IEEE CIM] -
Polarity and Subjective classification with Multi-task Learning and BERT Embedding
Accepted in Future Internet 2022 [Future Internet] -
A Review of Shorthand Systems:From Brachygraphy to Microtext and Beyond
Accepted in Cognitive Computation Journal 2020, [COGN. COMP.] -
Seq2Seq Deep Learning Models for Microtext Normalization
Accepted in IJCNN 2019,
[IEEE] -
PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis
Accepted in CSoNet 2019,
[arXiv] -
Fuzzy commonsense reasoning for multimodal sentiment analysis
Pattern Recognition Letters 125, 264-270,
[Paper] -
Can a Humanoid Robot be part of the Organizational Work Force? A User Study leveraging on Sentiment Analysis
Accepted in RO-MAN 2019
[arXiv] -
BabelSenticNet: a commonsense reasoning framework for multilingual sentiment analysis
2018 IEEE Symposium Series on Computational Intelligence (SSCI)
[Paper] -
Subjectivity Detection in Nuclear Energy Tweets
Computación y Sistemas 2017
[Paper] -
Phonetic-based microtext normalization for twitter sentiment analysis
2017 IEEE International Conference on Data Mining Workshops (ICDMW)
[Paper]
Books and Book Chapter
Accepted Papers
BLOG
I frequently like writing blogs and would love your feedback. Check out my posts below:
NLP for Social Good — Part I - Jan 28, 2020
Question Answering in Natural Language Processing - August 11, 2018
Text Normalization in NLP: An Introduction - Jan 9, 2018
How to choose keywords in Twitter for data mining - Jun 28, 2017
Ranjan Satapathy 2024