Dinesh Khandelwal

Title

Senior Research Scientist

Dinesh Khandelwal

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

Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models
- - Sonam Mishra
  - Yatin Nandwani
  - et al.
- 2025
- NAACL 2025
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG
- - Kushagra Bhushan
  - Yatin Nandwani
  - et al.
- 2025
- NAACL 2025
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: A System for Generalizable and Modular Question Answering Over Knowledge Bases
- - Sumit Neelam
  - Udit Sharma
  - et al.
- 2022
- ACL-Findings 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

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

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

SJ

Sachin Joshi

Sachin Joshi

Distinguished Engineer, Manager - Conversational Platforms

MC

Maria Chang

Maria Chang

Senior Research Scientist

GF

Guilherme Augusto Ferreira Lima

Guilherme Augusto Ferreira Lima

Research Scientist