Jiayu Song
5 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Core Methods
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Keywords
variational autoencoder
(2)
large language model
(2)
abstractive summarization
(2)
timeline summarization
(2)
change detection
(1)
sequence labeling
(1)
knowledge distillation
(1)
temporal reasoning
(1)
opinion summarization
(1)
named entity recognition
(1)
temporal analysis
(1)
latent representation
(1)
sequential modeling
(1)
wasserstein barycenter
(1)
social media
(1)
user behavior
(1)
character embedding
(1)
chinese nlp
(1)
mental health
(1)
timeline summarisation
(1)
Papers
Temporal reasoning for timeline summarisation in social media
ACL 2025
Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media
ACL 2024
Identifying Moments of Change from Longitudinal User Text
ACL 2022
Unsupervised Opinion Summarisation in the Wasserstein Space
EMNLP 2022
An Encoding Strategy Based Word-Character LSTM for Chinese NER
NAACL 2019