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
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
- 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
Patents
Projects
Blog posts
AI, you have a lot of explaining to do
ReleaseDinesh Garg, Parag Singla, Dinesh Khandelwal, Shourya Aggarwal, Divyanshu Mandowara, and Vishwajeet Agrawal5 minute read
Top collaborators
DG
Dinesh Garg
STSM & Manager, Neuro-Symbolic AI & Reasoning
MC
Maria Chang
Senior Research Scientist
YL
Young-Suk Lee
Principal Research Staff Member, Natural Language Processing
SD
Saswati Dana
Advisory Research Engineer