Bart Desmet

5 papers · 2018–2022 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ACL (2) COLING (1) ICLR (1) NAACL (1)

Top co-authors

Ayah Zirikly (4) Arman Cohan (3) Andrew Yates (3) Nazli Goharian (2) Luca Soldaini (2) Sean MacAvaney (2) Joshua C Chang (1) Ted L Chang (1) Patrick Fletcher (1) Shashaank Vattikuti (1)

Research topics

Machine Learning (5) Core Methods (4) Artificial Intelligence (2) Healthcare & Medicine (2) Application Areas (2) Clinical (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types (1)

Keywords

text classification (3) mental health (2) social media (2) out-of-distribution generalization (1) probabilistic matrix factorization (1) support vector machine (1) convolutional neural network (1) non-negative matrix factorization (1) depression detection (1) linguistic analysis (1) clinical text (1) negation handling (1) clinical natural language processing (1) annotation schema (1) mental health classification (1) temporal information extraction (1) clinical questionnaire (1) sparse encoding (1) mobility assessment (1) self-reported diagnosis (1)

Papers

Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022 Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization ICLR 2021 Classifying the reported ability in clinical mobility descriptions ACL 2019 RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses NAACL 2018 SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions COLING 2018