Hi, I'm Ankush Agarwal
AI Researcher at Fujitsu Research India
Masters from IIT Bombay | Specializing in Machine Learning, NLP, and Knowledge Graphs
AI Researcher at Fujitsu Research India
Masters from IIT Bombay | Specializing in Machine Learning, NLP, and Knowledge Graphs
Passionate researcher exploring the intersection of AI and knowledge representation
I am an AI Researcher at Fujitsu Research India, where I work on cutting-edge machine learning and NLP solutions. I completed my Masters from the Indian Institute of Technology Bombay under the guidance of Prof. Pushpak Bhattacharyya. My research focuses on advancing the field of Natural Language Processing through innovative approaches to knowledge integration and question answering systems.
My work primarily revolves around developing novel methods for integrating structured knowledge into language models, with applications in question answering, knowledge graphs, and multi-modal reasoning. I am particularly interested in bridging the gap between symbolic knowledge representation and neural language understanding.
Exploring cutting-edge problems in AI and NLP
Developing novel approaches to integrate structured knowledge graphs with neural language models for enhanced reasoning and question answering capabilities.
Creating systems that can perform complex reasoning across multiple information sources to answer sophisticated questions requiring multi-step inference.
Advancing hybrid reasoning systems that can understand and reason over both structured tabular data and unstructured textual information simultaneously.
Researching methods to effectively incorporate domain-specific knowledge into language models for improved performance on specialized tasks and domains.
Recent contributions to the field
Let's discuss research opportunities and collaborations
ankush98.12@gmail.com
Fujitsu Research India, Bangalore
View my research profile