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Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection


May 02, 2022
Angelica Chen, Vicky Zayats, Daniel D. Walker, Dirk Padfield

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* To be published at NAACL 2022 

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Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech


Sep 14, 2021
Katrin Tomanek, Vicky Zayats, Dirk Padfield, Kara Vaillancourt, Fadi Biadsy

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* Accepted to EMNLP 2021 

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Disfluency Detection with Unlabeled Data and Small BERT Models


Apr 21, 2021
Johann C. Rocholl, Vicky Zayats, Daniel D. Walker, Noah B. Murad, Aaron Schneider, Daniel J. Liebling

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* Submitted to INTERSPEECH 2021 

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Representations for Question Answering from Documents with Tables and Text


Jan 26, 2021
Vicky Zayats, Kristina Toutanova, Mari Ostendorf

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* To appear at EACL 2021 

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Disfluencies and Human Speech Transcription Errors


Apr 08, 2019
Vicky Zayats, Trang Tran, Richard Wright, Courtney Mansfield, Mari Ostendorf

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* Submitted to INTERSPEECH 2019 

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Giving Attention to the Unexpected: Using Prosody Innovations in Disfluency Detection


Apr 08, 2019
Vicky Zayats, Mari Ostendorf

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* Accepted at NAACL-HLT 2019 

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Robust cross-domain disfluency detection with pattern match networks


Nov 17, 2018
Vicky Zayats, Mari Ostendorf

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* This paper was submitted to EMNLP 2018 and was rejected. Our EMNLP submission is posted here to establish concurrency with "Disfluency Detection using Auto-Correlational Neural Networks" by P. Lou, P. Anderson, M. Johnson which was submitted to EMNLP at the same time 

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Conversation Modeling on Reddit using a Graph-Structured LSTM


Apr 07, 2017
Vicky Zayats, Mari Ostendorf

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* Submitted to TACL 

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Disfluency Detection using a Bidirectional LSTM


Apr 12, 2016
Vicky Zayats, Mari Ostendorf, Hannaneh Hajishirzi

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* Submitted to INTERSPEECH 2016 

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