1 code implementation • 14 Oct 2020 • Debanjana Kar, Mohit Bhardwaj, Suranjana Samanta, Amar Prakash Azad
Towards this, we propose an approach to detect fake news about COVID-19 early on from social media, such as tweets, for multiple Indic-Languages besides English.
1 code implementation • 12 Oct 2020 • Debanjana Kar, Suranjana Samanta, Amar Prakash Azad
Though these models have exhibited excellent language coherence, they often lack relevance and terms when used for domain-specific response generation.
no code implementations • 12 Oct 2020 • Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad
Identifying segmented conversations and extracting key insights or artefacts from them can help engineers to improve the efficiency of the incident remediation process by using information retrieval mechanisms for similar incidents.
1 code implementation • 2 Mar 2020 • Saneem Ahmed Chemmengath, Soumava Paul, Samarth Bharadwaj, Suranjana Samanta, Karthik Sankaranarayanan
Zero-shot learning (ZSL) algorithms typically work by exploiting attribute correlations to be able to make predictions in unseen classes.
no code implementations • ICLR 2019 • Saneem Ahmed Chemmengath, Samarth Bharadwaj, Suranjana Samanta, Karthik Sankaranarayanan
An unintended consequence of feature sharing is the model fitting to correlated tasks within the dataset, termed negative transfer.
no code implementations • 10 Jul 2017 • Suranjana Samanta, Sameep Mehta
Our algorithm works best for the datasets which have sub-categories within each of the classes of examples.