Talia Tseriotou
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
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(14)
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Keyword Champion
(2)
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Research topics
Keywords
temporal modeling
(2)
social media analysis
(2)
longitudinal modeling
(2)
temporal representation
(2)
hierarchical language model
(1)
recursive neural network
(1)
sequential data
(1)
hawkes process
(1)
social media
(1)
python toolkit
(1)
evidence extraction
(1)
hierarchical transformer
(1)
timeline summarization
(1)
mental health dynamics
(1)
well-being score prediction
(1)
rotary positional embedding
(1)
path signature
(1)
dynamic representation learning
(1)
mental health monitoring
(1)
mood change detection
(1)
Papers
Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines
NAACL 2025
Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling
ACL 2024
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling
EACL 2024
TempoFormer: A Transformer for Temporally-aware Representations in Change Detection
EMNLP 2024
Sequential Path Signature Networks for Personalised Longitudinal Language Modeling
ACL 2023