C
Chitta Baral
Professor
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Research Interests
<p>my Current Research focus Is in on Cognition and Intelligence; in Particular on Understanding Natural Language
And Biological and Health Sciences.</p><p>in Natural Language Processing (nlp)
And Multi-Modal Documents; Using Knowledge in That Understanding; and Applying That Understanding to Cybersecurity
And Neuro-Symbolic Approaches to Nlp.</p><p>in Vision
I Am Interested in Question Answering (qa) That Involves Both Visual Objects and Language; Use of Knowledge in Understanding Visual and Multi-Modal Objects; generalizability and Robustness of Vision-Language Models; and Guided Generation of Visual And multi-Modal Objects.</p>
I Work on a Wide Range of Issues. This Includes Studying Instructional Prompts for Various NLP Tasks; Developing a Science/engineering/art of Prompting/programming With Respect to Large Language Models (llms); Exploring the Origin of Bias in Nlp; Efficient NLP That Requires Less Data and Less Computing; Generalizability and Robustness of NLP Models; Combining Information Retrieval With Question Answering; Knowledge Assimilation
My Focus Is on the Interplay of Vision and Languages. in Particular
Reasoning and Inference Issues in NLP
Robotics
Visual Objects
Logic, Reasoning, and Knowledge
Topic Modeling
Semantic Web and Ontologies
Natural Language Processing Techniques
Multimodal Machine Learning Applications
Academic Metrics
Links
Grants
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