Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
- Ibrahim Abdelaziz
- Kinjal Basu
- et al.
- 2024
- EMNLP 2024
Hima Karanam
Title
STSM, AI Reasoning
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
Sygma: System for generalizable modular question answering over knowledge bases
- Sumit Neelam
- Udit Sharma
- et al.
- 2022
- EMNLP 2022
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
- 12189669
- US
- 11977580
- US
- 11443213
- US
- 10740209
- US
- 10664338
- US
- 10614140
- US
- 10169418
- US
- 10163063
- US
- 10095780
- US
- 9996607
Projects
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
GB
Gorur Prasad Shrivatsa Bhargav
Research Software Engineer
SN
Sumit Neelam
Software Engineer
IA
Ibrahim Abdelaziz
Senior Research Scientist