3 papers
cs.CL2018
Document Structure Measure for Hypernym discovery
Aswin Kannan, Shanmukha C Guttula, Balaji Ganesan +2
Hypernym discovery is the problem of finding terms that have is-a relationship with a given term. We introduce a new context type, and a relatedness measure to differentiate hypern…
cs.CL2018
Fine Grained Classification of Personal Data Entities
Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan +2
Entity Type Classification can be defined as the task of assigning category labels to entity mentions in documents. While neural networks have recently improved the classification…
cs.SI2018
FSCNMF: Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks
Sambaran Bandyopadhyay, Harsh Kara, Aswin Kannan +1
Analysis and visualization of an information network can be facilitated better using an appropriate embedding of the network. Network embedding learns a compact low-dimensional vec…