Sygma: System for generalizable modular question answering over knowledge bases
- Sumit Neelam
- Udit Sharma
- et al.
- 2022
- EMNLP 2022
Bio
I am a Senior Technical Staff Member at IBM Research- India. My research focus is to build framework and systems that combine the best of symbolic reasoning and neural networks. my research interest span across various areas of Natural language processing, Natural language Question answering over knowledge graphs and databases, AI reasoning.
Publications
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
- Pavan Kapanipathi
- Ibrahim Abdelaziz
- et al.
- 2021
- ACL-IJCNLP 2021
Inductive Quantum Embedding
- Santosh Kumar Srivastava
- Dinesh Khandelwal
- et al.
- 2020
- NeurIPS 2020
Patents
- US
- 11977580
- US
- 11443213
- US
- 10740209
- US
- 10664338
- US
- 10614140
- US
- 10169418
- US
- 10163063
- US
- 10095780
- US
- 9996607
- US
- 9697301
Projects
Extensions and NLU Applications of Logical Neural Networks
Using Logical Neural Networks to demonstrate the benefit of incorporating knowledge and reasoning into neural network learning
Top collaborators
DK
Dinesh Khandelwal
Senior Research Scientist
DG
Dinesh Garg
STSM & Manager, Neuro-Symbolic AI & Reasoning
MC
Maria Chang
Senior Research Scientist
YL
Young-Suk Lee
Principal Research Staff Member, Natural Language Processing