Dinesh Khandelwal

Overview

Dinesh Khandelwal

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

FILL IN THE BLANK: EXPLORING AND ENHANCING LLM CAPABILITIES FOR BACKWARD REASONING IN MATH WORD PROBLEMS
- - Aniruddha Deb
  - Neeva Oza
  - et al.
- 2024
- ACL 2024
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
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
- - Sumit Neelam
  - Udit Sharma
  - et al.
- 2022
- ACL-Findings 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

Visit Google Scholar

Patents

- 17 Jun 2024
- US
- 12013884
Knowledge Graph Question Answering With Neural Machine Translation
- 10 Jun 2024
- US
- 12008000
Automated Fact Checking Using Iterative Knowledge Base Querying
- 03 Jun 2024
- US
- 12001794
Zero-shot Entity Linking Based On Symbolic Information

Projects

Code Translation

An effort to translate code between programming languages with AI

AI for Code

View more projects

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

Top collaborators

DG

Dinesh Garg

Dinesh Garg

STSM & Manager, Neuro-Symbolic AI & Reasoning

MC

Maria Chang

Maria Chang

Senior Research Scientist

YL

Young-Suk Lee

Young-Suk Lee

Principal Research Staff Member, Natural Language Processing

SD

Saswati Dana

Saswati Dana

Advisory Research Engineer