Sowmya S. Sundaram

According to our database, Sowmya S. Sundaram authored at least 17 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Does a language model "understand" high school math? A survey of deep learning based word problem solvers.

Sowmya S. Sundaram, Sairam Gurajada, Deepak Padmanabhan, Savitha Sam Abraham, Marco Fisichella

WIREs Data. Mining. Knowl. Discov., 2024

Can a Hallucinating Model help in Reducing Human "Hallucination"?

Sowmya S. Sundaram, Balaji Alwar

CoRR, 2024

Use of a Structured Knowledge Base Enhances Metadata Curation by Large Language Models.

Sowmya S. Sundaram, Benjamin Solomon, Avani Khatri, Anisha Laumas, Purvesh Khatri, Mark A. Musen

CoRR, 2024

2023

FiSH: fair spatial hot spots.

Deepak P, Sowmya S. Sundaram

Data Min. Knowl. Discov., 2023

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

Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Making Metadata More FAIR Using Large Language Models.

Sowmya S. Sundaram, Mark A. Musen

Proceedings of the 3rd Workshop on Metadata and Research (objects) Management for Linked Open Science, 2023

2022

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

Sowmya S. Sundaram, Sairam Gurajada, Marco Fisichella, Deepak P, Savitha Sam Abraham

CoRR, 2022

Span Detection for Kinematics Word Problems.

Savitha Sam Abraham, Deepak P, Sowmya S. Sundaram

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

FiSH: Fair Spatial Hotspots.

Deepak P, Sowmya S. Sundaram

CoRR, 2021

2020

Fairness in Clustering with Multiple Sensitive Attributes.

Savitha Sam Abraham, Deepak P, Sowmya S. Sundaram

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Distributed Representations for Arithmetic Word Problems.

Sowmya S. Sundaram, Deepak P, Savitha Sam Abraham

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Semantic Representation for Age Word Problems with Schemas.

Sowmya S. Sundaram, Savitha Sam Abraham

New Gener. Comput., 2019

An Ontology-Based Kinematics Problem Solver Using Qualitative and Quantitative Knowledge.

Savitha Sam Abraham, Sowmya S. Sundaram

New Gener. Comput., 2019

2018

Solving Simple Arithmetic Word Problems Precisely with Schemas.

Sowmya S. Sundaram, Savitha Sam Abraham

Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

Combining Qualitative and Quantitative Reasoning for Solving Kinematics Word Problems.

Savitha Sam Abraham, Sowmya S. Sundaram

Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

2017

Reasoning with Sets to Solve Simple Word Problems Automatically.

Sowmya S. Sundaram, Deepak Khemani

Proceedings of the 14th International Conference on Natural Language Processing, 2017

2015

Natural Language Processing for Solving Simple Word Problems.

Sowmya S. Sundaram, Deepak Khemani

Proceedings of the 12th International Conference on Natural Language Processing, 2015