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Start Over Committee Member Chitaranjan Das Keyword Natural Language Processing

1. An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication

open_access
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

2. Automatic Summarization and Slide Generation for Scientific Papers

open_access
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

3. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

restricted_to_institution
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

4. 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

5. 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