Mandy Korpusik

According to our database, Mandy Korpusik authored at least 15 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Multi-Modal Food Classification in a Diet Tracking System with Spoken and Visual Inputs.

Shivani Gowda, Yifan Hu, Mandy Korpusik

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System.

Maya Epps, Juan Uribe, Mandy Korpusik

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

2019

Deep learning for spoken dialogue systems: application to nutrition.

Mandy Korpusik

PhD thesis, 2019

Deep Learning for Database Mapping and Asking Clarification Questions in Dialogue Systems.

Mandy Korpusik, James R. Glass

IEEE ACM Trans. Audio Speech Lang. Process., 2019

A Comparison of Deep Learning Methods for Language Understanding.

Mandy Korpusik, Zoe Liu, James R. Glass

Proceedings of the Interspeech 2019, 2019

Dialogue State Tracking with Convolutional Semantic Taggers.

Mandy Korpusik, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Convolutional Neural Networks for Dialogue State Tracking without Pre-Trained Word Vectors or Semantic Dictionaries.

Mandy Korpusik, James R. Glass

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Convolutional Neural Networks and Multitask Strategies for Semantic Mapping of Natural Language Input to a Structured Database.

Mandy Korpusik, James R. Glass

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Spoken Language Understanding for a Nutrition Dialogue System.

Mandy Korpusik, James R. Glass

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Character-Based Embedding Models and Reranking Strategies for Understanding Natural Language Meal Descriptions.

Mandy Korpusik, Zachary Collins, James R. Glass

Proceedings of the Interspeech 2017, 2017

Semantic mapping of natural language input to database entries via convolutional neural networks.

Mandy Korpusik, Zachary Collins, James R. Glass

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Recurrent Neural Networks for Customer Purchase Prediction on Twitter.

Mandy Korpusik, Shigeyuki Sakaki, Francine Chen, Yan-Ying Chen

Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016

Corpus for Customer Purchase Behavior Prediction in Social Media.

Shigeyuki Sakaki, Francine Chen, Mandy Korpusik, Yan-Ying Chen

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Distributional semantics for understanding spoken meal descriptions.

Mandy Korpusik, Calvin Huang, Michael Price, James R. Glass

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2014

Data collection and language understanding of food descriptions.

Mandy Korpusik, Nicole Schmidt, Jennifer Drexler, Scott Cyphers, James R. Glass

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014