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Start Over Graduate Program Computer Science and Engineering (MS) Committee Member Chitaranjan Das Committee Member Rui Zhang

1. Scientific Document Figure Extraction, Clustering and Classification

open_access
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

2. Understanding and Predicting Retractions of Published Works

open_access
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

3. Story Generation using Hierarchical Convolutional Networks

open_access
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

4. Extending an Automated Content Assessment Method and Improving its Robustness for Classroom Use

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Restricted (Penn State Only)
Author:
Singh, Purushartha
Title:
Extending an Automated Content Assessment Method and Improving its Robustness for Classroom Use
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
natural language processing
automated summary content assessment
automated feedback generation
content assessment
educational use of artificial intelligence
artificial intelligence
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member

5. TweetBLM: A Hate Speech Dataset and Analysis of Black_Lives_Matter-Related Microblogs on Twitter

open_access
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

6. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

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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 Processing
Knowledge Graphs
Knowledge Graph Embeddings
Transformers
Computational Complexity
Memory Usage Optimization
Reducing FLOPs
Token Pruning
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

7. An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models

open_access
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

8. S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE

open_access
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

9. Story Generation Using Intermediate Plot Representation

open_access
Open Access
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