Semantic mapping of natural language input to database entries via convolutional neural networks. - Mandy Korpusik; Zachary Collins; James R. Glass (ICASSP, 2017)

Character-Based Embedding Models and Reranking Strategies for Understanding Natural Language Meal Descriptions. - Mandy Korpusik; Zachary Collins; James R. Glass (INTERSPEECH, 2017)

WIP - SKOD: A Framework for Situational Knowledge on Demand. - Servio Palacios; K. M. A. Solaiman; Pelin Angin; Alina Nesen; Bharat K. Bhargava; Zachary Collins; Aaron Sipser; Michael Stonebraker; James MacDonald (Poly/DMAH@VLDB, 2019)