Search Results for author: Sowmya S Sundaram

Found 6 papers, 1 papers with code

GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning

1 code implementation29 Jul 2023 Soumyadeep Roy, Jonas Wallat, Sowmya S Sundaram, Wolfgang Nejdl, Niloy Ganguly

Large-scale language models such as DNABert and LOGO aim to learn optimal gene representations and are trained on the entire Human Reference Genome.

Few-Shot Learning Language Modelling +1

Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers

no code implementations31 May 2022 Sowmya S Sundaram, Sairam Gurajada, Marco Fisichella, Deepak P, Savitha Sam Abraham

From the latter half of the last decade, there has been a growing interest in developing algorithms for automatically solving mathematical word problems (MWP).

Math Mathematical Reasoning

FiSH: Fair Spatial Hotspots

no code implementations1 Jun 2021 Deepak P, Sowmya S Sundaram

Pervasiveness of tracking devices and enhanced availability of spatially located data has deepened interest in using them for various policy interventions, through computational data analysis tasks such as spatial hot spot detection.

Fairness

Fairness in Clustering with Multiple Sensitive Attributes

no code implementations11 Oct 2019 Savitha Sam Abraham, Deepak P, Sowmya S Sundaram

Our experimental evaluation illustrates that the clusters generated by FairKM fare significantly better on both clustering quality and fair representation of sensitive attribute groups compared to the clusters from a state-of-the-art baseline fair clustering method.

Attribute Clustering +1

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