Mandy Korpusik

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Venues

ICASSP

SLT

INTERSPEECH

IEEE ACM Trans. Audio Speech Lang. Process.

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Shivani Gowda, Yifan Hu, Mandy Korpusik
Multi-Modal Food Classification in a Diet Tracking System with Spoken and Visual Inputs. ICASSP (2023)
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)
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) (2019)
Mandy Korpusik, James R. Glass
Dialogue State Tracking with Convolutional Semantic Taggers. ICASSP (2019)
Mandy Korpusik, Zoe Liu, James R. Glass
A Comparison of Deep Learning Methods for Language Understanding. INTERSPEECH (2019)
Mandy Korpusik, James R. Glass
Convolutional Neural Networks for Dialogue State Tracking without Pre-Trained Word Vectors or Semantic Dictionaries. SLT (2018)
Mandy Korpusik, James R. Glass
Convolutional Neural Networks and Multitask Strategies for Semantic Mapping of Natural Language Input to a Structured Database. ICASSP (2018)
Mandy Korpusik, Zachary Collins, James R. Glass
Semantic mapping of natural language input to database entries via convolutional neural networks. ICASSP (2017)
Mandy Korpusik, James R. Glass
Spoken Language Understanding for a Nutrition Dialogue System. IEEE ACM Trans. Audio Speech Lang. Process. 25 (7) (2017)
Mandy Korpusik, Zachary Collins, James R. Glass
Character-Based Embedding Models and Reranking Strategies for Understanding Natural Language Meal Descriptions. INTERSPEECH (2017)
Mandy Korpusik, Calvin Huang, Michael Price, James R. Glass
Distributional semantics for understanding spoken meal descriptions. ICASSP (2016)
Mandy Korpusik, Shigeyuki Sakaki, Francine Chen, Yan-Ying Chen
Recurrent Neural Networks for Customer Purchase Prediction on Twitter. CBRecSys@RecSys (2016)
Shigeyuki Sakaki, Francine Chen, Mandy Korpusik, Yan-Ying Chen
Corpus for Customer Purchase Behavior Prediction in Social Media. LREC (2016)
Mandy Korpusik, Nicole Schmidt, Jennifer Drexler, Scott Cyphers, James R. Glass
Data collection and language understanding of food descriptions. SLT (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mandy Korpusik