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Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP

Nov 19, 2020
John Chen, Ian Berlot-Atwell, Safwan Hossain, Xindi Wang, Frank Rudzicz

* Proceedings of the 3rd Clinical Natural Language Processing Workshop (2020), pages 301--312 
* Best paper award at 3rd Clinical Natural Language Processing Workshop at EMNLP 2020 

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Semantic coordinates analysis reveals language changes in the AI field

Nov 01, 2020
Zining Zhu, Yang Xu, Frank Rudzicz

* 15 pages, 5 figures 

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Examining the rhetorical capacities of neural language models

Oct 04, 2020
Zining Zhu, Chuer Pan, Mohamed Abdalla, Frank Rudzicz

* EMNLP 2020 BlackboxNLP Workshop 

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On Losses for Modern Language Models

Oct 04, 2020
Stephane Aroca-Ouellette, Frank Rudzicz

* Accepted to EMNLP 2020. 9 Pages + 3 Pages of References and Appendices (12 Pages total) 

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Word class flexibility: A deep contextualized approach

Sep 19, 2020
Bai Li, Guillaume Thomas, Yang Xu, Frank Rudzicz

* To appear in EMNLP 2020 (Long Paper) 

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An information theoretic view on selecting linguistic probes

Sep 17, 2020
Zining Zhu, Frank Rudzicz

* EMNLP 2020 

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Ethics of Artificial Intelligence in Surgery

Jul 28, 2020
Frank Rudzicz, Raeid Saqur

* In Hashimoto D.A. (Ed.) Artificial Intelligence in Surgery: A Primer for Surgical Practice. New York: McGraw Hill. ISBN: 978-1260452730 (2020) 

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To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection

Jul 26, 2020
Aparna Balagopalan, Benjamin Eyre, Frank Rudzicz, Jekaterina Novikova

* accepted to INTERSPEECH 2020 

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Sequential Explanations with Mental Model-Based Policies

Jul 17, 2020
Arnold YS Yeung, Shalmali Joshi, Joseph Jay Williams, Frank Rudzicz

* Accepted into ICML 2020 Workshop on Human Interpretability in Machine Learning (Spotlight) 

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Speaker diarization with session-level speaker embedding refinement using graph neural networks

May 22, 2020
Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno

* ICASSP 2020 (45th International Conference on Acoustics, Speech, and Signal Processing) 

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Identification of primary and collateral tracks in stuttered speech

Mar 02, 2020
Rachid Riad, Anne-Catherine Bachoud-Lévi, Frank Rudzicz, Emmanuel Dupoux

* To be published in LREC 2020 

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Representation Learning for Discovering Phonemic Tone Contours

Oct 20, 2019
Bai Li, Jing Yi Xie, Frank Rudzicz


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Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power

Sep 30, 2019
Jekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta, Frank Rudzicz

* EMNLP Workshop on Noisy User-generated Text (W-NUT 2019) 

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Variations on the Chebyshev-Lagrange Activation Function

Jun 24, 2019
Yuchen Li, Frank Rudzicz, Jekaterina Novikova


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Generative Adversarial Networks for text using word2vec intermediaries

Apr 04, 2019
Akshay Budhkar, Krishnapriya Vishnubhotla, Safwan Hossain, Frank Rudzicz


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Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus

Mar 03, 2019
Bai Li, Yi-Te Hsu, Frank Rudzicz

* NAACL 2019 (Short paper) 

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Centroid-based deep metric learning for speaker recognition

Feb 06, 2019
Jixuan Wang, Kuan-Chieh Wang, Marc Law, Frank Rudzicz, Michael Brudno

* ICASSP 2019 (44th International Conference on Acoustics, Speech, and Signal Processing) 

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DeepConsensus: using the consensus of features from multiple layers to attain robust image classification

Dec 02, 2018
Yuchen Li, Safwan Hossain, Kiarash Jamali, Frank Rudzicz


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Robustness against the channel effect in pathological voice detection

Dec 02, 2018
Yi-Te Hsu, Zining Zhu, Chi-Te Wang, Shih-Hau Fang, Frank Rudzicz, Yu Tsao

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech

Nov 29, 2018
Aparna Balagopalan, Jekaterina Novikova, Frank Rudzicz, Marzyeh Ghassemi

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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ChainGAN: A sequential approach to GANs

Nov 22, 2018
Safwan Hossain, Kiarash Jamali, Yuchen Li, Frank Rudzicz


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Isolating effects of age with fair representation learning when assessing dementia

Sep 26, 2018
Zining Zhu, Jekaterina Novikova, Frank Rudzicz

* 12 pages, 2 figures 

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Detecting cognitive impairments by agreeing on interpretations of linguistic features

Sep 04, 2018
Zining Zhu, Jekaterina Novikova, Frank Rudzicz


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Augmenting word2vec with latent Dirichlet allocation within a clinical application

Aug 12, 2018
Akshay Budhkar, Frank Rudzicz


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Dropout during inference as a model for neurological degeneration in an image captioning network

Aug 11, 2018
Bai Li, Ran Zhang, Frank Rudzicz


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Semi-supervised classification by reaching consensus among modalities

May 23, 2018
Zining Zhu, Jekaterina Novikova, Frank Rudzicz


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On the importance of normative data in speech-based assessment

Nov 30, 2017
Zeinab Noorian, Chloé Pou-Prom, Frank Rudzicz


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An Adaptive Psychoacoustic Model for Automatic Speech Recognition

Sep 14, 2016
Peng Dai, Xue Teng, Frank Rudzicz, Ing Yann Soon


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Sex, drugs, and violence

Aug 11, 2016
Stefania Raimondo, Frank Rudzicz


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