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. Dialogue State Tracking with Universal Adversarial Triggers Restricted (Penn State Only) Author: Zhao, Tianyang Title: Dialogue State Tracking with Universal Adversarial Triggers Graduate Program: Computer Science and Engineering (MS) Keywords: Machine LearningNatural Language ProcessingDialogue State Tracking File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairRui Zhang, Thesis Advisor/Co-AdvisorAntonio Blanca, Committee Member