Publications

Are Word Embedding Methods Stable and Should We Care About It?

Published in ACM HyperText, 2021

The central idea of this paper is to explore the stability measurement of WEMs using intrinsic evaluation based on word similarity and observe the effect of stability on two downstream tasks like Clustering and Fairness evaluation.

Recommended citation: Angana Borah, Manash Pratim Barman, Amit C Awekar. (2021). "Are Word Embedding Methods Stable and Should We Care About It?" In Proceedings of the 32nd ACM Conference on Hypertext and Social Media . (pp. 45-55).

A survey on the roles of Bloom Filter in implementation of the Named Data Networking

Published in Computer Networks Journal, 2021

A survey paper which presents a detailed discussion on the role of Bloom Filter in implementing Named Data Netowkring, a future internet architecture which handles billions of requests by modifying the existing IP architecture.

Recommended citation: Sabuzima Nayak*, Ripon Patgiri*, Angana Borah* " A survey on the roles of Bloom Filter in implementation of the Named Data Networking. Volume 196, 4 September 2021, 108232.

KTRICT A KAZE Feature Extraction: Tree and Random Projection Indexing-Based CBIR Technique

Published in International Journal of Multimedia Data Engineering and Management (IJMDEM), 2020

We introduce a technique called KTRICT, which uses random projection based indexing and improves the performance of the CBIR system by significantly reducing the overall retrieval time.

Recommended citation: Badal Soni, Angana Borah, Pidugu Naga Lakshmi Sowgandhi, Pramod Sarma and Ermyas Fekadu Shiferaw. (2020). "Are Word Embedding Methods Stable and Should We Care About It?" International Journal of Multimedia Data Engineering and Management (IJMDEM) . 11(2).