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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

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

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

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

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

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

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

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

Author:

Karanam, Kavya Laalasa

Title:

Story Generation Using Intermediate Plot Representation

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Story Summary Block Generation
Natural Language Processing
Deep Learning
Storyline Planning

File:

Download Karanam_KavyaLaalasa_Thesis_2021.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor