Ismail Berrada
22 papers · 2020–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(13)
π₯
Mega-Team Β· Squad
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Trend Setter
ποΈ
Keyword Collector
(85)
Top co-authors
Research topics
Natural Language Processing
(15)
Machine Learning
(14)
Applications
(11)
Artificial Intelligence
(8)
Deep Learning
(8)
Learning Types Β· Machine Learning
(8)
Resources & Methods
(8)
Architectures
(7)
Core AI
(6)
Core Methods
(6)
Application Areas
(3)
Understanding
(3)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Keywords
attention mechanism
(5)
transformer model
(5)
arabic language
(5)
multi-task learning
(5)
text classification
(4)
dialectal arabic
(3)
transfer learning
(3)
bert model
(3)
named entity recognition
(3)
ensemble learning
(2)
multilingual nlp
(2)
machine translation
(2)
multilingual natural language processing
(2)
sarcasm detection
(2)
sentiment analysis
(2)
focal loss
(2)
loss function
(2)
pre-trained language model
(2)
transformer encoder
(2)
speech recognition
(1)
Papers
Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs
ACL 2026
Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija
COLING 2025
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs
ACL 2025
Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset
EMNLP 2025
Phoenix at Palmx: Exploring Data Augmentation for Arabic Cultural Question Answering
EMNLP 2025
Addax at WojoodNER 2024: Attention-Based Dual-Channel Neural Network for Arabic Named Entity Recognition
ACL 2024
AraFinNLP 2024: The First Arabic Financial NLP Shared Task
ACL 2024
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition
EMNLP 2024
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting
IJCNLP 2023
UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic
EMNLP 2023
UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism
SemEval 2023
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis
SemEval 2023
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences
SemEval 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition
EMNLP 2023
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic
SemEval 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer
SemEval 2022
BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification
EACL 2021
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity
SemEval 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense
SemEval 2021
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language
EACL 2021
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding
NAACL 2021
Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification
COLING 2020