Masader Plus: A New Interface for Exploring +500 Arabic NLP Datasets. - Yousef Altaher; Ali Fadel; Mazen Alotaibi; Mazen Alyazidi; Mishari Al-Mutairi; Mutlaq Aldhbuiub; Abdulrahman Mosaibah; Abdelrahman Rezk; Abdulrazzaq Alhendi; Mazen Abo Shal; Emad A. Alghamdi; Maged Saeed AlShaibani; et al. (CoRR, 2022)

MTEB: Massive Text Embedding Benchmark. - Niklas Muennighoff; Nouamane Tazi; Loïc Magne; Nils Reimers 003 (EACL, 2023)

FinGPT: Large Generative Models for a Small Language. - Risto Luukkonen; Ville Komulainen; Jouni Luoma; Anni Eskelinen; Jenna Kanerva; Hanna-Mari Kupari; Filip Ginter; Veronika Laippala; Niklas Muennighoff; Aleksandra Piktus; Thomas Wang; Nouamane Tazi; et al. (EMNLP, 2023)

Scaling Data-Constrained Language Models. - Niklas Muennighoff; Alexander M. Rush; Boaz Barak; Teven Le Scao; Nouamane Tazi; Aleksandra Piktus; Sampo Pyysalo; Thomas Wolf 008; Colin A. Raffel (NeurIPS, 2023)

StarCoder 2 and The Stack v2: The Next Generation. - Anton Lozhkov; Raymond Li; Loubna Ben Allal; Federico Cassano; Joel Lamy-Poirier; Nouamane Tazi; Ao Tang; Dmytro Pykhtar; Jiawei Liu 004; Yuxiang Wei 003; Tianyang Liu 003; Max Tian; et al. (CoRR, 2024)

SmolVLM: Redefining small and efficient multimodal models. - Andrés Marafioti; Orr Zohar; Miquel Farré; Merve Noyan; Elie Bakouch; Pedro Cuenca 002; Cyril Zakka; Loubna Ben Allal; Anton Lozhkov; Nouamane Tazi; Vaibhav Srivastav; Joshua Lochner; et al. (CoRR, 2025)

GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal Data. - Abderrahman Skiredj; Ferdaous Azhari; Houdaifa Atou; Nouamane Tazi; Ismail Berrada (CoRR, 2025)