1. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs Restricted (Penn State Only) Author: Swaminathan, Ashwath Raghav Title: Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs Graduate Program: Computer Science and Engineering (MS) Keywords: Natural Language ProcessingKnowledge GraphsKnowledge Graph EmbeddingsTransformersComputational ComplexityMemory Usage OptimizationReducing FLOPsToken Pruning File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberAbhinav Verma, Committee Member
2. S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE Open Access Author: Pranesh, Raj Title: S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE Graduate Program: Computer Science and Engineering (MS) Keywords: COVID-19Unsupervised learningQuestion-answeringSearch engineNatural Language ProcessingInformation retrievalCOVID-19Unsupervised learningQuestion-answeringSearch engineNatural Language ProcessingInformation retrieval File: Download PSU_Thesis_Raj_final_sub.pdf Committee Members: Rui Zhang, Thesis Advisor/Co-AdvisorAbhinav Verma, Committee MemberChitaranjan Das, Program Head/Chair