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Project - Exploring regions where model works and does not work and then using this information to sample relevant feedback data. The main idea of this work is to explore regions where a given model does not work. Using this information, can we extract relevant feedback data that can be used to improve model's performance? In progress
Project - Knowledge Graph based Question Answeing for Numerical Queries The work would be around exploring the following: explore state-of-the-art NLP models such as BERT to fine-tune to infuse numeric semantics and use it to learn KGEs. Define novel scoring function to enhance predictions for Numerical Quantities which is not been explored in the literature. Hands-on experiments to explore limitations of current Knowledge Graph based QA methods and benchmark them. In progress
Project - Pose Detection Detect the pose of an online Learner to figure out attentiveness. In progress
Project - Converting Text to a Mental Map or a Diagram Apply AI and other modern algorithmic techniques to solve this problem for easy consumption of data by humans In progress
Project - DAML support for Weaver Offer plugins/SDKs for DAML applications when using Weaver for DLT/blockchain interoperation. If time permits, a plug and play architecture for blockchain interoperability with reuse capabilities, fulfilling decentralization and privacy goals will be explored. In progress