Self Training with Ensemble of Teacher Models

no code implementations • 17 Jul 2021 • Soumyadeep Ghosh, Sanjay Kumar, Janu Verma, Awanish Kumar

We perform several experiments on the popular STL-10 database followed by an extensive analysis of our approach and study its effects on model accuracy and calibration.

Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings

no code implementations • ACL 2020 • Debasmita Das, Yatin Katyal, Janu Verma, Shashank Dubey, AakashDeep Singh, Kushagra Agarwal, Sourojit Bhaduri, RajeshKumar Ranjan

In this paper, we present an information retrieval system on a corpus of scientific articles related to COVID-19.

Community Detection Extractive Summarization +4

Heterogeneous Edge Embeddings for Friend Recommendation

no code implementations • 7 Feb 2019 • Janu Verma, Srishti Gupta, Debdoot Mukherjee, Tanmoy Chakraborty

We propose a friend recommendation system (an application of link prediction) using edge embeddings on social networks.

Link Prediction Network Embedding