Ismail Berrada
32 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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Taxonomy Completionist
(47)
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Keyword Pioneer
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Keyword Champion
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Dynamic Duo
(21)
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Deep Specialist
(10)
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Topic Evolution
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Mega-Team
(44)
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Unstoppable
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Prolific Year
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Keyword Collector
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Century Club
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Conferences
ACL (9)
SEMEVAL (7)
EMNLP (5)
IJCNLP (3)
NAACL (3)
COLING (2)
EACL (2)
AACL (1)
Top co-authors
Keywords
multi-task learning
(8)
text classification
(8)
transformer model
(7)
attention mechanism
(7)
arabic language
(6)
sentiment analysis
(5)
transfer learning
(4)
pre-trained language model
(4)
named entity recognition
(4)
lexical complexity prediction
(3)
dialectal arabic
(3)
humor detection
(3)
multilingual nlp
(3)
bert model
(3)
sarcasm detection
(3)
multi-word expression
(3)
pre-trained transformer
(3)
transformer encoder
(3)
metric learning
(2)
deep learning
(2)
Papers
Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs
ACL 2026
Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset
EMNLP 2025
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs
ACL 2025
Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija
COLING 2025
Phoenix at Palmx: Exploring Data Augmentation for Arabic Cultural Question Answering
EMNLP 2025
AraFinNLP 2024: The First Arabic Financial NLP Shared Task
ACL 2024
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition
EMNLP 2024
Addax at WojoodNER 2024: Attention-Based Dual-Channel Neural Network for Arabic Named Entity Recognition
ACL 2024
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis
ACL 2023
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences
SEMEVAL 2023
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis
SEMEVAL 2023
UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic
EMNLP 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition
EMNLP 2023
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting
AACL 2023
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting
IJCNLP 2023
UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism
SEMEVAL 2023
UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism
ACL 2023
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences
ACL 2023
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic
NAACL 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer
NAACL 2022
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
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity
SEMEVAL 2021
BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification
EACL 2021
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language
EACL 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense
SEMEVAL 2021
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity
ACL 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense
IJCNLP 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense
ACL 2021
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding
NAACL 2021
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity
IJCNLP 2021
Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification
COLING 2020