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
3. Story Generation Using Intermediate Plot Representation Open Access Author: Karanam, Kavya Laalasa Title: Story Generation Using Intermediate Plot Representation Graduate Program: Computer Science and Engineering (MS) Keywords: Story Summary Block GenerationNatural Language ProcessingDeep LearningStoryline Planning File: Download Karanam_KavyaLaalasa_Thesis_2021.pdf Committee Members: Chitaranjan Das, Program Head/ChairC Lee Giles, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberTing-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor
4. 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
5. Towards Automating the Generation of Finite State Machines from Natural Language Specifications: A Focus on Cellular Network Security Open Access Author: Ishtiaq, Abdullah Al Title: Towards Automating the Generation of Finite State Machines from Natural Language Specifications: A Focus on Cellular Network Security Graduate Program: Computer Science and Engineering (MS) Keywords: Cellular Network SecurityNatural Language ProcessingFormal AnalysisFinite State MachinesCellular Network SecurityNatural Language ProcessingFormal AnalysisFinite State Machines File: Download Ishtiaq_MS_Thesis.pdf Committee Members: Syed Rafiul Hussain, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberChitaranjan Das, Program Head/Chair