Sowmya S. Sundaram

22 papers A* 1A 2B 1C 1Misc 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A conf
Building Trustworthy AI Models for Medicine: From Theory to Applications.
WSDM
Soumyadeep Roy, Sowmya S. Sundaram, Dominik Wolff, Niloy Ganguly
2025 J jnl
Toward Total Recall: Enhancing FAIRness through AI-Driven Metadata Standardization.
CoRR
Sowmya S. Sundaram, Mark A. Musen
2024 J jnl
Can a Hallucinating Model help in Reducing Human "Hallucination"?
CoRR
Sowmya S. Sundaram, Balaji Alwar
2024 J jnl
Does a language model "understand" high school math? A survey of deep learning based word problem solvers.
WIREs Data. Mining. Knowl. Discov.
Sowmya S. Sundaram, Sairam Gurajada, Deepak Padmanabhan, Savitha Sam Abraham, Marco Fisichella
2024 J jnl
Use of a Structured Knowledge Base Enhances Metadata Curation by Large Language Models.
CoRR
Sowmya S. Sundaram, Benjamin Solomon, Avani Khatri, Anisha Laumas, Purvesh Khatri, Mark A. Musen
2023 J jnl
FiSH: fair spatial hot spots.
Data Min. Knowl. Discov.
Deepak P, Sowmya S. Sundaram
2023 A conf
GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning.
ECAI
Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly
2023 J jnl
GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning.
CoRR
Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly
2023 — conf
Making Metadata More FAIR Using Large Language Models.
DaMaLOS
Sowmya S. Sundaram, Mark A. Musen
2023 J jnl
Making Metadata More FAIR Using Large Language Models.
CoRR
Sowmya S. Sundaram, Mark A. Musen
2022 — conf
Span Detection for Kinematics Word Problems.
ICONIP (6)
Savitha Sam Abraham, Deepak P, Sowmya S. Sundaram
2022 J jnl
Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers.
CoRR
Sowmya S. Sundaram, Sairam Gurajada, Marco Fisichella, Deepak P, Savitha Sam Abraham
2021 J jnl
FiSH: Fair Spatial Hotspots.
CoRR
Deepak P, Sowmya S. Sundaram
2020 A* conf
Distributed Representations for Arithmetic Word Problems.
AAAI
Sowmya S. Sundaram, Deepak P, Savitha Sam Abraham
2020 B conf
Fairness in Clustering with Multiple Sensitive Attributes.
EDBT
Savitha Sam Abraham, Deepak P, Sowmya S. Sundaram
2019 J jnl
An Ontology-Based Kinematics Problem Solver Using Qualitative and Quantitative Knowledge.
New Gener. Comput.
Savitha Sam Abraham, Sowmya S. Sundaram
2019 J jnl
Fairness in Clustering with Multiple Sensitive Attributes.
CoRR
Savitha Sam Abraham, Deepak P, Sowmya S. Sundaram
2019 J jnl
Semantic Representation for Age Word Problems with Schemas.
New Gener. Comput.
Sowmya S. Sundaram, Savitha Sam Abraham
2018 Misc conf
Combining Qualitative and Quantitative Reasoning for Solving Kinematics Word Problems.
FLAIRS
Savitha Sam Abraham, Sowmya S. Sundaram
2018 C conf
Solving Simple Arithmetic Word Problems Precisely with Schemas.
IEA/AIE
Sowmya S. Sundaram, Savitha Sam Abraham
2017 — conf
Reasoning with Sets to Solve Simple Word Problems Automatically.
ICON
Sowmya S. Sundaram, Deepak Khemani
2015 — conf
Natural Language Processing for Solving Simple Word Problems.
ICON
Sowmya S. Sundaram, Deepak Khemani