AI4Code
- 2022
- ACML 2022
Dinesh Khandelwal
Overview
Pronouns
He/Him/His
Title
Senior Research Scientist
Location
IBM Research - India
Gurgaon, India
Bio
I am a Research Scientist in AI Science and Quantum Computing group working at IBM Research Lab, Delhi, India. I have completed Ph.D. in Machine Learning from IIT Delhi. My research interests lie in applications of Deep Learning to Programming Languages, Neuro-symbolic Reasoning, Explainable Question Answering over Text, and Knowledge graphs. I also holds a Master's degree in Machine Learning from IISc Bangalore.
Publications
Sygma: System for generalizable modular question answering over knowledge bases
- 2022
- EMNLP 2022
Image Manipulation via Neuro-Symbolic Networks
- 2022
- NeurIPS 2022
A Deep Neural Approach to KGQA via SPARQL Silhouette Generation
- 2022
- IJCNN 2022
Zero-shot Entity Linking with Less Data
- 2022
- NAACL 2022
Semantic Answer Type Prediction using Dense Type Embeddings
- 2021
- SMART 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
- 2021
- ACL-IJCNLP 2021
Explanations for CommonsenseQA: New Dataset and Models
- 2021
- ACL-IJCNLP 2021
Inductive Quantum Embedding
- 2020
- NeurIPS 2020
Entity and Relation Linking is All You Need for KGQA
- 2020
- NeurIPS 2020
Projects
Code translation
- AI for Code
Blog posts
Top collaborators
DG
Dinesh Garg
STSM & Manager, Neuro-Symbolic AI & Reasoning
SD
Saswati Dana
Advisory Research Engineer
GS
G P Shrivatsa Bhargav
Research Software Engineer
HK
Hima Karanam
STSM, AI Reasoning