Yannick Toussaint
7 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Bronze 🌈 Renaissance Researcher (6)
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Research topics
Machine Learning
(5)
Natural Language Processing
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Artificial Intelligence
(3)
Deep Learning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Applications
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Clinical
(2)
Core Methods
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Learning Paradigms
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Resources & Methods
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Understanding
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Computer Science
(1)
Keywords
cross-lingual transfer
(2)
domain adaptation
(1)
transformer language model
(1)
machine translation
(1)
multilingual nlp
(1)
relation extraction
(1)
knowledge distillation
(1)
named entity recognition
(1)
syntactic parsing
(1)
text representation
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
representation alignment
(1)
biomedical text
(1)
transfer learning
(1)
sentence embedding
(1)
multilingual model
(1)
argument identification
(1)
discourse structure
(1)
transformer architecture
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Papers
Code-switching as a cross-lingual Training Signal: an Example with Unsupervised Bilingual Embedding
EMNLP 2023
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers
ACL 2023
How Much do Knowledge Graphs Impact Transformer Models for Extracting Biomedical Events?
ACL 2023
Multilingual Clinical NER: Translation or Cross-lingual Transfer?
ACL 2023
Do sentence embeddings capture discourse properties of sentences from Scientific Abstracts ?
EMNLP 2020
Aligning Discourse and Argumentation Structures using Subtrees and Redescription Mining
ACL 2019
Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction
EMNLP 2018