| 2023 | ICASSP | Multi-Modal Food Classification in a Diet Tracking System with Spoken and Visual Inputs. | Shivani Gowda, Yifan Hu, Mandy Korpusik |
| 2019 | ICASSP | Dialogue State Tracking with Convolutional Semantic Taggers. | Mandy Korpusik, James R. Glass |
| 2019 | Interspeech | A Comparison of Deep Learning Methods for Language Understanding. | Mandy Korpusik, Zoe Liu, James R. Glass |
| 2018 | ICASSP | Convolutional Neural Networks and Multitask Strategies for Semantic Mapping of Natural Language Input to a Structured Database. | Mandy Korpusik, James R. Glass |
| 2017 | ICASSP | Semantic mapping of natural language input to database entries via convolutional neural networks. | Mandy Korpusik, Zachary Collins, James R. Glass |
| 2017 | Interspeech | Character-Based Embedding Models and Reranking Strategies for Understanding Natural Language Meal Descriptions. | Mandy Korpusik, Zachary Collins, James R. Glass |
| 2016 | ICASSP | Distributional semantics for understanding spoken meal descriptions. | Mandy Korpusik, Calvin Huang, Michael Price, James R. Glass |
| 2016 | LREC | Corpus for Customer Purchase Behavior Prediction in Social Media. | Shigeyuki Sakaki, Francine Chen, Mandy Korpusik, Yan-Ying Chen |
| 2016 | RecSys | Recurrent Neural Networks for Customer Purchase Prediction on Twitter. | Mandy Korpusik, Shigeyuki Sakaki, Francine Chen, Yan-Ying Chen |