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Open Access

Author:: Akiti, Chandan
Title:: Efficient Few-Shot Learning For Named Entity Recognition
Graduate Program:: Computer Science
Keywords:: Named Entity Recognition
Few-Shot Learning
Zero-Shot Learning
Language Models
Low-Resource Learning
Meta-Learning
File:: Download Thesis_FSL.pdf
Committee Members:: Rui Zhang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member
C Lee Giles, Committee Member

Open Access

Author:: Karishma, Zeba
Title:: Scientific Document Figure Extraction, Clustering and Classification
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: scientific document figures
figure extraction
scientific figures
ACL
File:: Download Zeba_Karishma_Thesis.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Jian Wu, Special Signatory

Open Access

Author:: Gao, Yanjun
Title:: Analysis of Text to Identify, Represent and Group Distinct Propositions
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: natural language processing
text analysis
deep learning
computational linguistics
artificial intelligence
File:: Download Yanjun_Thesis__5_.pdf
Committee Members:: Paul Medvedev, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member
Kenneth Huang, Outside Unit & Field Member

Open Access

Author:: Zare, Maryam
Title:: An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication
File:: Download MaryamZare_Dissertation_Penn_State_University.pdf
Committee Members:: Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Open Access

Author:: Sefid, Athar
Title:: Automatic Summarization and Slide Generation for Scientific Papers
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Automatic Summarization
Automatic Slide Generation
Text Mining
Machine Learning
Natural Language Processing
File:: Download Athar_Sefid_PhD_Thesis.pdf
Committee Members:: Chris McComb, Outside Unit & Field Member
C Lee Giles, Chair & Dissertation Advisor
Jesse Barlow, Major Field Member
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Open Access

Author:: Modukuri, Sai Ajay
Title:: Understanding and Predicting Retractions of Published Works
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Machine Learning
Reproducibility
Psychology
File:: Download Thesis_retraction_classifier-5.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
C. Lee Giles, Thesis Advisor/Co-Advisor
Sarah Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory
Rui Zhang, Committee Member

Open Access

Author:: Naphade, Saniya
Title:: Story Generation using Hierarchical Convolutional Networks
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: story generation
convolutional networks
hierarchical text generation
fusion mechanism
File:: Download SaniyaNaphade_CSE_MastersThesis.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao Huang, Thesis Advisor/Co-Advisor

Open Access

Author:: Kumar, Sumit
Title:: TweetBLM: A Hate Speech Dataset and Analysis of Black_Lives_Matter-Related Microblogs on Twitter
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: BLM
Tweets
Twitter
Black Lives Matter
Model
File:: Download PSU_Thesis_Sumit.pdf
Committee Members:: Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Nivargi, Rajal
Title:: An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Reproducibility
Replication
Social and Behavioral Sciences
File:: Download Thesis_RajalNivargi_Final.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Sarah Michele Rajtmajer, Committee Member
Jian Wu, Special Signatory
Rui Zhang, Committee Member

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-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
File:: Download PSU_Thesis_Raj_final_sub.pdf
Committee Members:: Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

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