no code implementations • 21 Nov 2023 • Akshay Parekh, Ashish Anand, Amit Awekar
Towards the first objective, we analyze predictions and performance of state-of-the-art (SOTA) models to identify the root cause of noise in the dataset.
no code implementations • 26 Dec 2021 • Akshay Parekh, Ashish Anand, Amit Awekar
The immediate follow-up problem is: Given a specific reannotation budget, which subset of the data should we reannotate?
no code implementations • 27 Apr 2021 • Abhay M Shalghar, Ayush Kumar, Balaji Ganesan, Aswin Kannan, Akshay Parekh, Shobha G
Ontologies comprising of concepts, their attributes, and relationships are used in many knowledge based AI systems.
no code implementations • 22 Jan 2020 • Balaji Ganesan, Riddhiman Dasgupta, Akshay Parekh, Hima Patel, Berthold Reinwald
A person ontology comprising concepts, attributes and relationships of people has a number of applications in data protection, didentification, population of knowledge graphs for business intelligence and fraud prevention.
1 code implementation • 13 Sep 2019 • Akshay Parekh, Ashish Anand, Amit Awekar
Further, to address the second question, we canonicalize, filter, and combine the identified relations from the three resources to construct a taxonomical hierarchy.