Mandy Korpusik

Orcid: 0000-0002-1721-4473

According to our database1, Mandy Korpusik authored at least 15 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Multi-Modal Food Classification in a Diet Tracking System with Spoken and Visual Inputs.
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.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021

2019
Deep learning for spoken dialogue systems: application to nutrition.
PhD thesis, 2019

Deep Learning for Database Mapping and Asking Clarification Questions in Dialogue Systems.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

A Comparison of Deep Learning Methods for Language Understanding.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Dialogue State Tracking with Convolutional Semantic Taggers.
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.
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.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Spoken Language Understanding for a Nutrition Dialogue System.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Character-Based Embedding Models and Reranking Strategies for Understanding Natural Language Meal Descriptions.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Semantic mapping of natural language input to database entries via convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Recurrent Neural Networks for Customer Purchase Prediction on Twitter.
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.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Distributional semantics for understanding spoken meal descriptions.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2014
Data collection and language understanding of food descriptions.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014


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