Leveraging Diverse Data Generation for Domain-Adaptable Dialogue State Tracking

Automating Biomedical Abstract Screening using Network Embedding

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

Attention-enhanced Deep Learning Models for Data Cleaning and Integration

Computational Structures as Neural Symbolic Representation

Knowledge-Aware User Intent Inference for Web Search and Conversational Agents

Predicting Time-to-Event and Clinical Outcomes from High-Dimensional Unstructured Data

A framework for gestational development tracking using 1D-Doppler ultrasound signals in rural Guatemala

Neural Networks for Cancer Survival Analysis Using High-Dimensional Data