2 papers
cs.IR2021
COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data
Mihir Parmar, Ashwin Karthik Ambalavanan, Hong Guan +3
Here we proposed an approach to analyze text classification methods based on the presence or absence of task-specific terms (and their synonyms) in the text. We applied this approa…
cs.CL2020
Cascade Neural Ensemble for Identifying Scientifically Sound Articles
Ashwin Karthik Ambalavanan, Murthy Devarakonda
Background: A significant barrier to conducting systematic reviews and meta-analysis is efficiently finding scientifically sound relevant articles. Typically, less than 1% of artic…