Namrata Shivagunde
About
Namrata Shivagunde is from Greater Boston. Namrata is currently Doctoral Student at University of Massachusetts Lowell, located in Lowell, Massachusetts, United States. Namrata also works as Doctoral Student at University of Massachusetts Lowell, a job Namrata has held since Aug 2020.
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Namrata Shivagunde's current jobs
Natural Language Processing (TA) Computing I (Teaching Assistant) Computer Graphics (Teaching Assistant)
Ph.D. in Computer Science. Project - Working on a research question to what extent current big language models can handle different kinds of tasks? Evaluating different transformer-based models like RoBERTa, GPT2 on datasets from research papers 'oLMpics' and 'What BERT is not'. Project - Comparison of machine learning models on QuAIL(Question Answering for Artificial Intelligence) Dec 2020 Finetuned and tested transformer-based models- DistilBERT, BERT, and its other variants on multiple-choice reading comprehension dataset QuAIL. Also tested InferSent encoder with multinomial logistic regression, Graph model DNGR, and LSTM autoencoder on QuAIL. The results of nine models were compared.