Diya Li
5 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(18)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Applications
(2)
Architectures
(2)
Clinical
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Knowledge & Reasoning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
representation learning
(1)
multi-task learning
(1)
probabilistic modeling
(1)
medical imaging
(1)
in-context learning
(1)
relation extraction
(1)
entity linking
(1)
dependency parsing
(1)
knowledge base
(1)
knowledge graph embedding
(1)
biomedical text
(1)
focal loss
(1)
graph convolutional network
(1)
knowledge retrieval
(1)
dependency structure
(1)
annotation reliability
(1)
inter-annotator agreement
(1)
clinical nlp
(1)
biomedical relation extraction
(1)
adversarial substitution
(1)
Papers
Automated Clinical Data Extraction with Knowledge Conditioned LLMs
COLING 2025
Estimating Agreement by Chance for Sequence Annotation
ACL 2024
Food Knowledge Representation Learning with Adversarial Substitution
AACL 2022
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM
NAACL 2019
Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction
EMNLP 2019