Imed Zitouni
19 papers · 2005–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25)
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Keyword Champion
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Trend Setter
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Century Club Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Applications Β· Natural Language Processing
(4)
Application Areas
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Data Science & Analytics
(2)
Deep Learning
(2)
Applications Β· Data Science & Analytics
(2)
Learning Types Β· Deep Learning
(2)
Understanding
(2)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Applications Β· Reinforcement Learning
(1)
Linguistics
(1)
Keywords
information retrieval
(2)
slot tagging
(2)
dual encoder
(2)
named entity recognition
(2)
word sense disambiguation
(1)
question answering
(1)
off-policy evaluation
(1)
semantic analysis
(1)
embedding learning
(1)
bias detection
(1)
policy learning
(1)
spoken language understanding
(1)
semantic matching
(1)
class imbalance
(1)
parameter sharing
(1)
learning to rank
(1)
importance sampling
(1)
multi-class classification
(1)
combinatorial bandit
(1)
transfer learning
(1)
Papers
AbjadMed: Arabic Medical Text Classification at AbjadNLP 2026
EACL 2026
ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task
ACL 2024
The FIGNEWS Shared Task on News Media Narratives
ACL 2024
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives
ACL 2023
Exploring Dual Encoder Architectures for Question Answering
EMNLP 2022
Proceedings of the Fourth Arabic Natural Language Processing Workshop
ACL 2019
Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios
CoNLL 2019
Bag of Experts Architectures for Model Reuse in Conversational Language Understanding
NAACL 2018
Off-policy evaluation for slate recommendation
NeurIPS 2017
Arabic Mention Detection: Toward Better Unit of Analysis
NAACL 2010
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data
ACL 2010
Enhancing Mention Detection Using Projection via Aligned Corpora
EMNLP 2010
Improving Mention Detection Robustness to Noisy Input
EMNLP 2010
Classifier Combination Techniques Applied to Coreference Resolution
NAACL 2009
Mention Detection Crossing the Language Barrier
EMNLP 2008
When Harry Met Harri: Cross-lingual Name Spelling Normalization
EMNLP 2008
Factorizing Complex Models: A Case Study in Mention Detection
ACL 2006
Maximum Entropy Based Restoration of Arabic Diacritics
ACL 2006
Multi-Lingual Coreference Resolution With Syntactic Features
EMNLP 2005