Hicham El Boukkouri
4 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Understanding
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
word embedding
(3)
domain adaptation
(2)
contextual embedding
(2)
named entity recognition
(2)
graph embedding
(1)
knowledge graph
(1)
medical domain
(1)
open vocabulary
(1)
prediction difficulty
(1)
multi-label text classification
(1)
biomedical nlp
(1)
knowledge injection
(1)
nlp evaluation
(1)
system comparison
(1)
character-level representation
(1)
system evaluation
(1)
differential evaluation
(1)
data difficulty
(1)
clinical entity recognition
(1)
test instance difficulty
(1)
Papers
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple
EMNLP 2022
Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing
EMNLP 2021
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters
COLING 2020
Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition
ACL 2019