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2020 – today
- 2023
[c12]Shivani Gowda, Yifan Hu, Mandy Korpusik:
Multi-Modal Food Classification in a Diet Tracking System with Spoken and Visual Inputs. ICASSP 2023: 1-5- 2021
- [c11]Maya Epps, Juan Uribe, Mandy Korpusik:
A New Dataset for Natural Language Understanding of Exercise Logs in a Food and Fitness Spoken Dialogue System. SLT 2021: 1071-1078
2010 – 2019
- 2019
- [b1]Mandy Korpusik:
Deep learning for spoken dialogue systems: application to nutrition. Massachusetts Institute of Technology, Cambridge, USA, 2019 - [j2]Mandy Korpusik
, James R. Glass:
Deep Learning for Database Mapping and Asking Clarification Questions in Dialogue Systems. IEEE ACM Trans. Audio Speech Lang. Process. 27(8): 1321-1334 (2019) - [c10]Mandy Korpusik, James R. Glass:
Dialogue State Tracking with Convolutional Semantic Taggers. ICASSP 2019: 7220-7224 - [c9]Mandy Korpusik, Zoe Liu, James R. Glass:
A Comparison of Deep Learning Methods for Language Understanding. INTERSPEECH 2019: 849-853 - 2018
- [c8]Mandy Korpusik, James R. Glass:
Convolutional Neural Networks and Multitask Strategies for Semantic Mapping of Natural Language Input to a Structured Database. ICASSP 2018: 6174-6178 - [c7]Mandy Korpusik, James R. Glass:
Convolutional Neural Networks for Dialogue State Tracking without Pre-Trained Word Vectors or Semantic Dictionaries. SLT 2018: 884-891 - 2017
- [j1]Mandy Korpusik, James R. Glass:
Spoken Language Understanding for a Nutrition Dialogue System. IEEE ACM Trans. Audio Speech Lang. Process. 25(7): 1450-1461 (2017) - [c6]Mandy Korpusik, Zachary Collins, James R. Glass:
Semantic mapping of natural language input to database entries via convolutional neural networks. ICASSP 2017: 5685-5689 - [c5]Mandy Korpusik, Zachary Collins, James R. Glass:
Character-Based Embedding Models and Reranking Strategies for Understanding Natural Language Meal Descriptions. INTERSPEECH 2017: 3320-3324 - 2016
- [c4]Mandy Korpusik, Calvin Huang, Michael Price, James R. Glass:
Distributional semantics for understanding spoken meal descriptions. ICASSP 2016: 6070-6074 - [c3]Shigeyuki Sakaki, Francine Chen, Mandy Korpusik, Yan-Ying Chen:
Corpus for Customer Purchase Behavior Prediction in Social Media. LREC 2016 - [c2]Mandy Korpusik, Shigeyuki Sakaki, Francine Chen, Yan-Ying Chen:
Recurrent Neural Networks for Customer Purchase Prediction on Twitter. CBRecSys@RecSys 2016: 47-50 - 2014
- [c1]Mandy Korpusik, Nicole Schmidt, Jennifer Drexler, Scott Cyphers, James R. Glass:
Data collection and language understanding of food descriptions. SLT 2014: 560-565
Coauthor Index
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