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

AI4Code
- - Srikanth Tamilselvam
  - Dinesh Khandelwal
  - et al.
- 2022
- ACML 2022
Sygma: System for generalizable modular question answering over knowledge bases
- - Sumit Neelam
  - Udit Sharma
  - et al.
- 2022
- EMNLP 2022
Image Manipulation via Neuro-Symbolic Networks
- - Harman Singh
  - Poorva Garg
  - et al.
- 2022
- NeurIPS 2022
A Deep Neural Approach to KGQA via SPARQL Silhouette Generation
- - Sukannya Purkayastha
  - Saswati Dana
  - et al.
- 2022
- IJCNN 2022
Zero-shot Entity Linking with Less Data
- - G.P. Shrivatsa Bhargav
  - Dinesh Khandelwal
  - et al.
- 2022
- NAACL 2022
Semantic Answer Type Prediction using Dense Type Embeddings
- - G.P. Shrivatsa Bhargav
  - Dinesh Khandelwal
  - et al.
- 2021
- SMART 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
- - Pavan Kapanipathi
  - Ibrahim Abdelaziz
  - et al.
- 2021
- ACL-IJCNLP 2021
Explanations for CommonsenseQA: New Dataset and Models
- - Shourya Aggarwal
  - Divyanshu Mandowara
  - et al.
- 2021
- ACL-IJCNLP 2021
Inductive Quantum Embedding
- - Santosh Kumar Srivastava
  - Dinesh Khandelwal
  - et al.
- 2020
- NeurIPS 2020
Entity and Relation Linking is All You Need for KGQA
- - Sukannya Purkayatha
  - Saswati Dana
  - et al.
- 2020
- NeurIPS 2020

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Projects

Code Translation

AI for Code

View more projects

Blog posts

AI, you have a lot of explaining to do
Release
Dinesh Garg, Parag Singla, Dinesh Khandelwal, Shourya Aggarwal, Divyanshu Mandowara, and Vishwajeet Agrawal
02 Aug 2021
5 minute read
- Explainable AI
- Generative AI
- Knowledge and Reasoning
- Natural Language Processing
- Neuro-symbolic AI
- Trustworthy AI

Top collaborators

Dinesh Garg

STSM & Manager, Neuro-Symbolic AI & Reasoning

Saswati Dana

Advisory Research Engineer

G P Shrivatsa Bhargav

Research Software Engineer

Hima Karanam

STSM, AI Reasoning