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Working Alliance Transformer for Psychotherapy Dialogue Classification


Oct 27, 2022
Baihan Lin, Guillermo Cecchi, Djallel Bouneffouf

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Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook


Oct 24, 2022
Baihan Lin

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* INTERSPEECH 2022 Tutorial 

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Computational Inference in Cognitive Science: Operational, Societal and Ethical Considerations


Oct 24, 2022
Baihan Lin

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SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning


Aug 27, 2022
Baihan Lin

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* Submitted to AACL-IJCNLP on 8/19/2022. This work extends our prior work in speech and text systems (arXiv:2006.04376, arXiv:2204.05522 and arXiv:2204.10189) and proposes a novel recommendation setting 

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Knowledge Management System with NLP-Assisted Annotations: A Brief Survey and Outlook


Jun 15, 2022
Baihan Lin

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Topological Data Analysis in Time Series: Temporal Filtration and Application to Single-Cell Genomics


Apr 29, 2022
Baihan Lin

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* Codes at https://github.com/doerlbh/scTSA 

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Neural Topic Modeling of Psychotherapy Sessions


Apr 13, 2022
Baihan Lin, Djallel Bouneffouf, Guillermo Cecchi, Ravi Tejwani

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* This work is part of our research series in computational linguistics for psychotherapy and psychiatry (e.g. working alliance analysis in arXiv:2204.05522). arXiv admin note: text overlap with arXiv:2204.05522 

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Deep Annotation of Therapeutic Working Alliance in Psychotherapy


Apr 12, 2022
Baihan Lin, Guillermo Cecchi, Djallel Bouneffouf

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Geometric and Topological Inference for Deep Representations of Complex Networks


Mar 12, 2022
Baihan Lin

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* To appear in Proceeding of WWW 2022. This work extends our prior work (arXiv:1810.02923, arXiv:1906.09264, arXiv:1902.10658) and put them in perspectives along with many other ongoing research in this direction 

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