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)

• Rank #4 overall (Rank #1 in precision): Knowledge Base Construction from Pre-trained Language Models (LM-KBC) competition 

• 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

• Req2Spec: Transforming Software Requirements into Formal Specifications Using Natural Language Processing (REFSQ)

• 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)

• Probing the SpanBERT Architecture to interpret Scientific Domain Adaptation Challenges for Coreference Resolution (SDU@ AAAI)

• 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

• Comparative Study of Naive Bayes, Support Vector Machine and Random Forest Classifiers in Sentiment Analysis of Twitter Feeds (IJASCSE)

2015

• Performance Analysis of Various Distance Measures for PCA based Face Recognition (RAECE)