Towards the Refinement of the Arabic Soundex. - Nedjma Djouhra Ousidhoum; Nacéra Bensaou (NLDB, 2013)

Multilingual and Multi-Aspect Hate Speech Analysis. - Nedjma Ousidhoum; Zizheng Lin; Hongming Zhang 009; Yangqiu Song; Dit-Yan Yeung (EMNLP/IJCNLP (1), 2019)

Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets. - Nedjma Ousidhoum; Yangqiu Song; Dit-Yan Yeung (EMNLP (1), 2020)

Probing Toxic Content in Large Pre-Trained Language Models. - Nedjma Ousidhoum; Xinran Zhao; Tianqing Fang; Yangqiu Song; Dit-Yan Yeung (ACL/IJCNLP (1), 2021)

Varifocal Question Generation for Fact-checking. - Nedjma Ousidhoum; Zhangdie Yuan; Andreas Vlachos 001 (EMNLP, 2022)

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; Nedjma Ousidhoum; David Ifeoluwa Adelani; Seid Muhie Yimam; Ibrahim Said Ahmad; Meriem Beloucif; Saif M. Mohammad; Sebastian Ruder; Oumaima Hourrane; Alípio Jorge; et al. (EMNLP, 2023)

The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who. - Michael Sejr Schlichtkrull; Nedjma Ousidhoum; Andreas Vlachos 001 (EMNLP (Findings), 2023)

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval). - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Seid Muhie Yimam; David Ifeoluwa Adelani; Ibrahim Said Ahmad; Nedjma Ousidhoum; Abinew Ali Ayele; Saif M. Mohammad; Meriem Beloucif; Sebastian Ruder (SemEval@ACL, 2023)

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; Nedjma Ousidhoum; David Ifeoluwa Adelani; Seid Muhie Yimam; Ibrahim Said Ahmad; Meriem Beloucif; Saif M. Mohammad; Sebastian Ruder; Oumaima Hourrane; Pavel Brazdil; et al. (CoRR, 2023)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (ACL (Findings), 2024)

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages. - Junho Myung; Nayeon Lee; Yi Zhou 019; Jiho Jin; Rifki Afina Putri; Dimosthenis Antypas; Hsuvas Borkakoty; Eunsu Kim; Carla Pérez-Almendros; Abinew Ali Ayele; Víctor Gutiérrez-Basulto; Yazmín Ibáñez-García; et al. (NeurIPS, 2024)

SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Meriem Beloucif; Christine de Kock; Oumaima Hourrane; Manish Shrivastava 001; et al. (SemEval@NAACL, 2024)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (CoRR, 2024)

Words as Trigger Points in Social Media Discussions. - Dimosthenis Antypas; Christian Arnold; José Camacho-Collados; Nedjma Ousidhoum; Carla Pérez-Almendros (CoRR, 2024)

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages. - Junho Myung; Nayeon Lee; Yi Zhou 019; Jiho Jin; Rifki Afina Putri; Dimosthenis Antypas; Hsuvas Borkakoty; Eunsu Kim; Carla Pérez-Almendros; Abinew Ali Ayele; Víctor Gutiérrez-Basulto; Yazmín Ibáñez-García; et al. (CoRR, 2024)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - Genta Indra Winata; Frederikus Hudi; Patrick Amadeus Irawan; David Anugraha; Rifki Afina Putri; Yutong Wang; Adam Nohejl; Ubaidillah Ariq Prathama; Nedjma Ousidhoum; Afifa Amriani; Anar Rzayev; Anirban Das; et al. (CoRR, 2024)

AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context. - Naba Rizvi; Harper Strickland; Daniel Gitelman; Tristan Cooper; Alexis Morales Flores; Michael Golden; Aekta Kallepalli; Akshat Alurkar; Haaset Owens; Saleha Ahmedi; Isha Khirwadkar; Imani N. S. Munyaka; et al. (CoRR, 2024)

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Nirmal Surange; Daniela Teodorescu; Ibrahim Said Ahmad; David Ifeoluwa Adelani; Alham Fikri Aji; et al. (ACL (1), 2025)

Building Better: Avoiding Pitfalls in Developing Language Resources when Data is Scarce. - Nedjma Ousidhoum; Meriem Beloucif; Saif M. Mohammad (ACL (1), 2025)

AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context. - Naba Rizvi; Harper Strickland; Daniel Gitelman; Alexis Morales Flores; Tristan Cooper; Aekta Kallepalli; Akshat Alurkar; Haaset Owens; Saleha Ahmedi; Isha Khirwadkar; Imani N. S. Munyaka; Nedjma Ousidhoum (ACL (1), 2025)

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; David Ifeoluwa Adelani; Ibrahim Said Ahmad; Saminu Mohammad Aliyu; Paul Röttger; Abigail Oppong; Andiswa Bukula; Chiamaka Ijeoma Chukwuneke; Ebrahim Chekol Jibril; Elyas Abdi Ismail; et al. (NAACL (Long Papers), 2025)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - Genta Indra Winata; Frederikus Hudi; Patrick Amadeus Irawan; David Anugraha; Rifki Afina Putri; Yutong Wang; Adam Nohejl; Ubaidillah Ariq Prathama; Nedjma Ousidhoum; Afifa Amriani; Anar Rzayev; Anirban Das; et al. (NAACL (Long Papers), 2025)

SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Seid Muhie Yimam; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Tadesse Destaw Belay; Ibrahim Said Ahmad; Nirmal Surange; Daniela Teodorescu; et al. (CoRR, 2025)

Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts. - Eric Chamoun; Nedjma Ousidhoum; Michael Sejr Schlichtkrull; Andreas Vlachos 001 (CoRR, 2025)

Beyond Keywords: Evaluating Large Language Model Classification of Nuanced Ableism. - Naba Rizvi; Harper Strickland; Saleha Ahmedi; Aekta Kallepalli; Isha Khirwadkar; William Wu; Imani N. S. Munyaka; Nedjma Ousidhoum (CoRR, 2025)