Hi I am currently working at Amazon, building sensitive content guardrails for Alexa. I completed my Masters in Computer Engineering from North Carolina State University in 2018. I am interested in Natural Language Processing, Knowledge Graphs and Explainable AI.
2024
Program Committee Member - BlackboxNLP, EMNLP GenBench, Bosch FIT.FEST
2023
Analyzing the factual knowledge of parameter efficient instruction tuned mid-size Large Language Models (I Can’t Believe It’s Not Better @ NeurIPS 2023)
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models (International Semantic Web Conference 2023)
Program Committee Member - BlackboxNLP 2023, Bosch FIT.FEST 2023, International Conference on Natural Language Processing (ICON) 2023, EACL 2023, EMNLP GenBench 2023
Few-shot learning approaches for classifying low resource domain specific software requirements (arXiv preprint)
2022
Patent Filed in India: A method and a device for automatically converting Natural Language Requirements (NLR) into formal specification
Patent Filed in Germany: Device and method for analyzing natural language requirements
Req2Spec: Automated Formalization of Unstructured Requirements using Natural Language Processing and Language Models (Bosch Conference on Systems and Software Engineering)
Program Committee Member - BlackboxNLP 2022
2021
Reviewer - International Conference on Natural Language Processing (ICON) 2021
Program Committee Member - BlackboxNLP 2021, EMNLP 2021 Insights Workshop
Using Integrated Gradients and Constituency Parse Trees to explain Linguistic Acceptability learnt by BERT (International Conference on Natural Language Processing)
AutoKG - An Automotive Domain Knowledge Graph for Software Testing: A position paper (IEEE ICST)
Wiki to Automotive: Understanding the Distribution Shift and its impact on Named Entity Recognition (arXiv preprint)
2020
Domain adaptation challenges of BERT in tokenization and sub-word representations of Out-of-Vocabulary words (EMNLP Workshop on Insights from Negative Results in NLP)
Knowledge Graph based Automated Generation of Test Cases in Software Engineering (ACM India KDD CoDS-COMAD)
Knowledge Graph from Informal Text: Architecture, Components, Algorithms and Applications (Springer Book: Applications of Machine Learning)
2019
Best Research Presentation Award (International Conference on Machine Learning and Computing China)
2016
2015