NusaCrowd: Open Source Initiative for Indonesian NLP Resources. - Samuel Cahyawijaya; Holy Lovenia; Alham Fikri Aji; Genta Indra Winata; Bryan Wilie; Rahmad Mahendra; Christian Wibisono; Ade Romadhony; Karissa Vincentio; Fajri Koto; Jennifer Santoso; David Moeljadi; et al. (CoRR, 2022)

NusaCrowd: Open Source Initiative for Indonesian NLP Resources. - Samuel Cahyawijaya; Holy Lovenia; Alham Fikri Aji; Genta Indra Winata; Bryan Wilie; Fajri Koto; Rahmad Mahendra; Christian Wibisono; Ade Romadhony; Karissa Vincentio; Jennifer Santoso; David Moeljadi; et al. (ACL (Findings), 2023)

The Obscure Limitation of Modular Multilingual Language Models. - Muhammad Farid Adilazuarda; Samuel Cahyawijaya; Ayu Purwarianti (Tiny Papers @ ICLR, 2023)

Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text. - Muhammad Farid Adilazuarda; Nikolaos Nektarios Arkoulis; Oleksii Chumakov (CoRR, 2023)

IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages. - Muhammad Farid Adilazuarda; Samuel Cahyawijaya; Genta Indra Winata; Pascale Fung; Ayu Purwarianti (CoRR, 2023)

LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization. - Muhammad Farid Adilazuarda; Samuel Cahyawijaya; Genta Indra Winata; Ayu Purwarianti; Alham Fikri Aji (EMNLP (Findings), 2024)

Towards Measuring and Modeling "Culture" in LLMs: A Survey. - Muhammad Farid Adilazuarda; Sagnik Mukherjee; Pradhyumna Lavania; Siddhant Singh; Alham Fikri Aji; Jacki O'Neill; Ashutosh Modi; Monojit Choudhury (EMNLP, 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (EMNLP, 2024)

Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting. - Sagnik Mukherjee; Muhammad Farid Adilazuarda; Sunayana Sitaram; Kalika Bali; Alham Fikri Aji; Monojit Choudhury (EMNLP, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - David Romero; Chenyang Lyu; Haryo Akbarianto Wibowo; Santiago Góngora; Aishik Mandal; Sukannya Purkayastha; Jesús-Germán Ortiz-Barajas; Emilio Villa-Cueva; Jinheon Baek; Soyeong Jeong; Injy Hamed; Zheng Xin Yong; et al. (NeurIPS, 2024)

Towards Measuring and Modeling "Culture" in LLMs: A Survey. - Muhammad Farid Adilazuarda; Sagnik Mukherjee; Pradhyumna Lavania; Siddhant Singh; Ashutosh Dwivedi; Alham Fikri Aji; Jacki O'Neill; Ashutosh Modi; Monojit Choudhury (CoRR, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - David Romero; Chenyang Lyu; Haryo Akbarianto Wibowo; Teresa Lynn; Injy Hamed; Aditya Nanda Kishore; Aishik Mandal; Alina Dragonetti; Artem Abzaliev; Atnafu Lambebo Tonja; Bontu Fufa Balcha; Chenxi Whitehouse; et al. (CoRR, 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Pepijn Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; 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)

NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts. - Muhammad Farid Adilazuarda; Musa Izzanardi Wijanarko; Lucky Susanto; Khumaisa Nur'aini; Derry Tanti Wijaya; Alham Fikri Aji (ACL (1), 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)

MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding. - Zayd Muhammad Kawakibi Zuhri; Muhammad Farid Adilazuarda; Ayu Purwarianti; Alham Fikri Aji (NAACL (Findings), 2025)

QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning. - Moses Ananta; Muhammad Farid Adilazuarda; Zayd Muhammad Kawakibi Zuhri; Ayu Purwarianti; Alham Fikri Aji (CoRR, 2025)

Crosslingual Reasoning through Test-Time Scaling. - Zheng-Xin Yong; Muhammad Farid Adilazuarda; Jonibek Mansurov; Ruochen Zhang; Niklas Muennighoff; Carsten Eickhoff; Genta Indra Winata; Julia Kreutzer; Stephen H. Bach; Alham Fikri Aji (CoRR, 2025)

From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs. - Muhammad Farid Adilazuarda; Chen Cecilia Liu; Iryna Gurevych; Alham Fikri Aji (CoRR, 2025)

Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability. - Genta Indra Winata; David Anugraha; Emmy Liu; Alham Fikri Aji; Shou-Yi Hung; Aditya Parashar; Patrick Amadeus Irawan; Ruochen Zhang; Zheng-Xin Yong; Jan Christian Blaise Cruz; Niklas Muennighoff; Seungone Kim; et al. (CoRR, 2025)