Hui-Syuan Yeh
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
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The Questioner
Venues
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Resources & Methods
(4)
Artificial Intelligence
(3)
Applications
(3)
Learning Types
(3)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Linguistics
(1)
Keywords
few-shot learning
(3)
named entity recognition
(2)
relation extraction
(2)
adverse drug reaction
(2)
data-to-text generation
(2)
data augmentation
(1)
in-context learning
(1)
prompt engineering
(1)
text generation
(1)
data annotation
(1)
parallel corpus
(1)
multi-label classification
(1)
ancient chinese
(1)
cross-lingual nlp
(1)
instance selection
(1)
multi-label prediction
(1)
language model
(1)
pre-trained language model
(1)
training data
(1)
model performance
(1)
Papers
Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance
NAACL 2025
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages
COLING 2024
Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese
ACL 2024
Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning
EACL 2021
On Training Instance Selection for Few-Shot Neural Text Generation
ACL 2021
Time-Aware Ancient Chinese Text Translation and Inference
ACL 2021