Index Catalog // Emory Theses and Dissertations

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Novel Machine Learning Methods for Genomic Data Analysis

About this Dissertation
Student Name:	Wang, Shiyu
Date Uploaded:	04/18/2024
Research Field:	Artificial Intelligence, Biology, Biostatistics, and Statistics
Department or Specialty:	Biostatistics

Learning Structured Knowledge from Real-World Data without Excessive Annotations

About this Dissertation
Student Name:	Lu, Jiaying
Date Uploaded:	04/18/2024
Research Field:	Artificial Intelligence
Department or Specialty:	Computer Science and Informatics

Enriching Open-Domain Dialogue Models with Predictive Social Commonsense

About this Dissertation
Student Name:	Finch (Fillwock), Sarah
Date Uploaded:	04/06/2024
Research Field:	Computer Science and Artificial Intelligence
Department or Specialty:	Computer Science and Informatics

Leveraging Diverse Data Generation for Domain-Adaptable Dialogue State Tracking

About this Dissertation
Student Name:	Finch, James
Date Uploaded:	04/06/2024
Research Field:	Computer Science and Artificial Intelligence
Department or Specialty:	Computer Science and Informatics

Automating Biomedical Abstract Screening using Network Embedding

About this Dissertation
Student Name:	Lee, Eric
Date Uploaded:	10/21/2023
Research Field:	Computer Science and Artificial Intelligence
Department or Specialty:	Computer Science and Informatics

Language as a Subtyping Tool and a Potential Predictor of Treatment Outcome in Depression: Using Large Language Models to Harvest the Predictive Power of Language

About this Master's Thesis
Student Name:	Li, Linying
Date Uploaded:	06/23/2023
Research Field:	Artificial Intelligence, Psychology, Clinical, and Language, General
Department or Specialty:	Psychology

Contextual Embedding Representations for Retrieval-Based and Generation-Based Dialogue Systems

About this Dissertation
Student Name:	Wang, Zihao
Date Uploaded:	04/05/2023
Research Field:	Artificial Intelligence and Computer Science
Department or Specialty:	Computer Science and Informatics

Attention-enhanced Deep Learning Models for Data Cleaning and Integration

About this Dissertation
Student Name:	Zhang, Jing
Date Uploaded:	04/04/2023
Research Field:	Artificial Intelligence and Computer Science
Department or Specialty:	Computer Science and Informatics

Computational Structures as Neural Symbolic Representation

About this Dissertation
Student Name:	He, Han
Date Uploaded:	04/04/2023
Research Field:	Artificial Intelligence, Computer Science, and Language, Linguistics
Department or Specialty:	Computer Science and Informatics

Overcoming Spatiotemporal Trade-offs in Calcium Imaging Using Deep Learning-based Dynamics Modeling

About this Dissertation
Student Name:	Zhu,Feng
Date Uploaded:	12/13/2022
Research Field:	Biology, Neuroscience, Engineering, Biomedical, and Artificial Intelligence
Department or Specialty:	Biological and Biomedical Sciences