1 code implementation • 7 Aug 2023 • Ankush Agarwal, Sakharam Gawade, Amar Prakash Azad, Pushpak Bhattacharyya
Our research contributes to advancing the field of domain-specific language understanding and showcases the potential of knowledge infusion techniques in improving the performance of language models on question-answering.
2 code implementations • 10 Jan 2023 • Ankush Agarwal, Sakharam Gawade, Sachin Channabasavarajendra, Pushpak Bhattacharyya
In this context, we infuse knowledge in large and small language models and study their performance, and find the performance to be similar.
Ranked #1 on Question Answering on AviationQA
no code implementations • LREC 2022 • Ankush Agarwal, Raj Gite, Shreya Laddha, Pushpak Bhattacharyya, Satyanarayan Kar, Asif Ekbal, Prabhjit Thind, Rajesh Zele, Ravi Shankar
We construct a Knowledge Graph from Aircraft Accident reports and contribute this resource to the community of researchers.
no code implementations • 23 Apr 2019 • Ankush Agarwal, Christian-Oliver Ewald, Yongjie Wang
We transform this constrained optimal investment problem into an unconstrained problem by replicating a self-financing portfolio of future contributions from the member and the minimum guarantee provided by the scheme.