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Author:

Wang, Kaiyu

Title:

Automatically Extracting Semantic Scholarly Entities from Academic Papers

Graduate Program:

Computer Science and Engineering

Keywords:

Information Extraction
Scholarly Entity
Machine Learning
Natural Language Processing

File:

Download Kaiyu_Wang_thesis__final_version.pdf

Committee Members:

C.Lee Giles, Thesis Advisor/Co-Advisor
C.Lee Giles, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Hilton, Ryan Thomas

Title:

Re-stimulation Candidate Selection Combining Natural Language Processing and Production Data Analysis

Graduate Program:

Energy and Mineral Engineering

Keywords:

Restimulation candidate selection
Natural Language Processing
Production Analysis

File:

Download MSThesisRyanHilton.pdf

Committee Members:

Sanjay Srinivasan, Thesis Advisor/Co-Advisor

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:

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:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

Author:

Doppalapudi, Shreyesh

Title:

Relevant Information Extraction and Lexical Simplification of Unstructured Clinical Notes

Graduate Program:

Data Analytics

Keywords:

Natural Language Processing
Relevant Text Extraction
Biomedical Lexical Simplification
Clinical Notes
Multi-Label Classification
Disease Code Classification
Readability Indices
MIMIC-III
Transformer Model
BERT
Health Literacy
Word Embedding

File:

Download Thesis-Shreyesh_Doppalapudi__MS-DAAN_.pdf

Committee Members:

Guanghua Qiu, Thesis Advisor/Co-Advisor
Youakim Badr, Committee Member
Partha Mukherjee, Committee Member
Ashkan Negahban, Committee Member
Colin Neill, Program Head/Chair

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

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

Author:

Zhao, Tianyang

Title:

Dialogue State Tracking with Universal Adversarial Triggers

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Natural Language Processing
Dialogue State Tracking

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Rui Zhang, Thesis Advisor/Co-Advisor
Antonio Blanca, Committee Member

Author:

Xi, Zhaohan

Title:

Beyond Images: Robustifying Representation Learning against Trojaning Attacks

Graduate Program:

Informatics (PHD)

Keywords:

Representation Learning
Graph Learning
Natural Language Processing
Machine Learning Security

File:

Download combinepdf.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Minghui Zhu, Outside Unit & Field Member
Fenglong Ma, Major Field Member
Ting Wang, Chair & Dissertation Advisor
Jinghui Chen, Major Field Member