Transformers at SemEval-2020 Task 11: Propaganda Fragment Detection Using Diversified BERT Architectures Based Ensemble Learning

no code implementations • SEMEVAL 2020 • Ekansh Verma, Vinodh Motupalli, Souradip Chakraborty

In this paper, we present our approach for the {'}Detection of Propaganda Techniques in News Articles{'} task as a part of the 2020 edition of International Workshop on Semantic Evaluation.

Ensemble Learning

FairMixRep : Self-supervised Robust Representation Learning for Heterogeneous Data with Fairness constraints

no code implementations • 7 Oct 2020 • Souradip Chakraborty, Ekansh Verma, Saswata Sahoo, Jyotishka Datta

Representation Learning in a heterogeneous space with mixed variables of numerical and categorical types has interesting challenges due to its complex feature manifold.

Fairness Representation Learning