Tomoko Matsui
4 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (13) π Conference Polyglot Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(5)
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Application Areas
(2)
Clinical
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Speech & Audio
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
large language model
(2)
density estimation
(1)
knowledge distillation
(1)
in-context learning
(1)
speech recognition
(1)
speech enhancement
(1)
suicide risk assessment
(1)
kernel density estimation
(1)
acoustic model
(1)
noise robustness
(1)
deep neural network
(1)
model generalization
(1)
social media
(1)
knowledge generation
(1)
evidence extraction
(1)
teacher-student learning
(1)
noise-robust speech recognition
(1)
reddit data
(1)
suicide risk
(1)
mental health dynamics
(1)
Papers
Team ISM at CLPsych 2025: Capturing Mental Health Dynamics from Social Media Timelines using A Pretrained Large Language Model with In-Context Learning
NAACL 2025
Team ISM at CLPsych 2024: Extracting Evidence of Suicide Risk from Reddit Posts with Knowledge Self-Generation and Output Refinement using A Large Language Model
EACL 2024
C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra
ICML 2022
Robust Speech Recognition Using Generalized Distillation Framework
Interspeech 2016