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Sonderforschungsbereich 732:

Publications A8

Publications (Peer-reviewed papers):

2017

  • Glorianna Jagfeld, Ngoc Thang Vu. Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking. In Proceedings of the Speech-Centric Natural Language Processing Workshop @EMNLP, 2017.
  • Ina Roesiger, Sabrina Stehwien, Arndt Riester, Ngoc Thang Vu. Improving coreference resolution with automatically predicted prosodic information. In Proceedings of the Speech-Centric Natural Language Processing Workshop @EMNLP, 2017.
  • Daniel Ortega, Ngoc Thang Vu. Neural-based Context Representation Learning for Dialog Act Classification. In Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL), 2017.
  • Michael Neuman, Ngoc Thang Vu: Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. In Proceeding of Interspeech, 2017.
  • Sabrina Stehwien, Ngoc Thang Vu: Prosodic Event Recognition using Convolutional Neural Networks with Context Information. In Proceeding of Interspeech, 2017.
  • Sabrina Stehwien, Ngoc Thang Vu: First Step Towards Enhancing Word Embeddings with Pitch Accent Features for DNN-based Slot Filling on Recognized Text. In Proceedings of ESSV, 2017.

2016

  • Ngoc Thang Vu: Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding. Proceedings of Interspeech, 2016.
  • Sabrina Stehwien, Ngoc Thang Vu: Exploring the Correlation of Pitch Accents and Semantic Slots for Spoken Language Understanding. Proceedings of Interspeech, 2016.

Invited Talks:

  • Ngoc Thang Vu: Linguistics Meets Deep Learning: A Breakthrough Solution in Spoken Language Understanding? Digital Phonetics Colloqium, Stuttgart, 2017.
  • Ngoc Thang Vu: Linguistics Meets Deep Learning: A Breakthrough Solution in Spoken Language Understanding? Research Colloqium, Berlin, 2017.
  • Ngoc Thang Vu: Linguistics Meets Deep Learning: A Breakthrough Solution in Spoken Language Understanding? Research Colloqium, Bremen, 2017.