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. LLMs are Brittle to Simple Code Transformations: Introducing CETBench – A Benchmark for Code-Equivalence Checking Neeva Oza Ishaan Govil et al. 2026 ACL 2026 Paper LLMs are Brittle to Simple Code Transformations: Introducing CETBench – A Benchmark for Code-Equivalence Checking Neeva Oza Ishaan Govil et al. Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models Sonam Mishra Yatin Nandwani et al. 2025 NAACL 2025 Short paper Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models Sonam Mishra Yatin Nandwani et al. Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG Kushagra Bhushan Yatin Nandwani et al. 2025 NAACL 2025 Paper Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG Kushagra Bhushan Yatin Nandwani et al. Kushagra Bhushan 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 Workshop paper FILL IN THE BLANK: EXPLORING AND ENHANCING LLM CAPABILITIES FOR BACKWARD REASONING IN MATH WORD PROBLEMS Aniruddha Deb Neeva Oza et al. AI4Code Srikanth Tamilselvam Dinesh Khandelwal et al. 2022 ACML 2022 Tutorial Srikanth Tamilselvam Dinesh Khandelwal et al. Srikanth Tamilselvam Dinesh Khandelwal SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases Sumit Neelam Udit Sharma et al. 2022 ACL-Findings 2022 Conference paper SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases Sumit Neelam Udit Sharma et al. ACL-Findings 2022 Sygma: System for generalizable modular question answering over knowledge bases Sumit Neelam Udit Sharma et al. 2022 EMNLP 2022 Paper Sygma: System for generalizable modular question answering over knowledge bases Sumit Neelam Udit Sharma et al. Image Manipulation via Neuro-Symbolic Networks Harman Singh Poorva Garg et al. 2022 NeurIPS 2022 Workshop paper Image Manipulation via Neuro-Symbolic Networks Harman Singh Poorva Garg et al.

A Deep Neural Approach to KGQA via SPARQL Silhouette Generation Sukannya Purkayastha Saswati Dana et al. 2022 IJCNN 2022 Conference paper A Deep Neural Approach to KGQA via SPARQL Silhouette Generation Sukannya Purkayastha Saswati Dana et al. Sukannya Purkayastha Zero-shot Entity Linking with Less Data G.P. Shrivatsa Bhargav Dinesh Khandelwal et al. 2022 NAACL 2022 Paper Zero-shot Entity Linking with Less Data G.P. Shrivatsa Bhargav Dinesh Khandelwal et al. G.P. Shrivatsa Bhargav Dinesh Khandelwal 21 Jul 2026 IN 12688025 Actor-critique Code-to-code Translation Actor-critique Code-to-code Translation 30 Jun 2026 IN 12670218 Rules-based Schema-linking Rules-based Schema-linking 17 Jun 2024 US 12013884 Knowledge Graph Question Answering With Neural Machine Translation Knowledge Graph Question Answering With Neural Machine Translation 10 Jun 2024 US 12008000 Automated Fact Checking Using Iterative Knowledge Base Querying Automated Fact Checking Using Iterative Knowledge Base Querying 03 Jun 2024 US 12001794 Zero-shot Entity Linking Based On Symbolic Information Zero-shot Entity Linking Based On Symbolic Information Code Translation An effort to translate code between programming languages with AI Code Translation An effort to translate code between programming languages with AI 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 AI, you have a lot of explaining to do Knowledge and Reasoning Natural Language Processing Neuro-symbolic AI Top collaborators