Can smartphones be used to detect an earthquake? Using a machine learning approach to identify an earthquake event. - Alham Fikri Aji; I Putu Edy Suardiyana Putra; Petrus Mursanto; Setiadi Yazid (SysCon, 2014)

Sparse Communication for Distributed Gradient Descent. - Alham Fikri Aji; Kenneth Heafield (EMNLP, 2017)

Marian: Fast Neural Machine Translation in C++. - Marcin Junczys-Dowmunt; Roman Grundkiewicz; Tomasz Dwojak; Hieu Hoang; Kenneth Heafield; Tom Neckermann; Frank Seide; Ulrich Germann; Alham Fikri Aji; Nikolay Bogoychev; André F. T. Martins; Alexandra Birch (ACL (4), 2018)

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. - Nikolay Bogoychev; Kenneth Heafield; Alham Fikri Aji; Marcin Junczys-Dowmunt (EMNLP, 2018)

Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging. - Kemal Kurniawan; Alham Fikri Aji (IALP, 2018)

Making Asynchronous Stochastic Gradient Descent Work for Transformers. - Alham Fikri Aji; Kenneth Heafield (NGT@EMNLP-IJCNLP, 2019)

Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training. - Alham Fikri Aji; Kenneth Heafield; Nikolay Bogoychev (EMNLP/IJCNLP (1), 2019)

From Research to Production and Back: Ludicrously Fast Neural Machine Translation. - Young Jin Kim 001; Marcin Junczys-Dowmunt; Hany Hassan; Alham Fikri Aji; Kenneth Heafield; Roman Grundkiewicz; Nikolay Bogoychev (NGT@EMNLP-IJCNLP, 2019)

Neural Machine Translation with 4-Bit Precision and Beyond. - Alham Fikri Aji; Kenneth Heafield (CoRR, 2019)

Benchmarking Multidomain English-Indonesian Machine Translation. - Tri Wahyu Guntara; Alham Fikri Aji; Radityo Eko Prasojo (BUCC@LREC, 2020)

In Neural Machine Translation, What Does Transfer Learning Transfer? - Alham Fikri Aji; Nikolay Bogoychev; Kenneth Heafield; Rico Sennrich (ACL, 2020)

Compressing Neural Machine Translation Models with 4-bit Precision. - Alham Fikri Aji; Kenneth Heafield (NGT@ACL, 2020)

Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task. - Nikolay Bogoychev; Roman Grundkiewicz; Alham Fikri Aji; Maximiliana Behnke; Kenneth Heafield; Sidharth Kashyap; Emmanouil-Ioannis Farsarakis; Mateusz Chudyk (NGT@ACL, 2020)

Semi-Supervised Low-Resource Style Transfer of Indonesian Informal to Formal Language with Iterative Forward-Translation. - Haryo Akbarianto Wibowo; Tatag Aziz Prawiro; Muhammad Ihsan; Alham Fikri Aji; Radityo Eko Prasojo; Rahmad Mahendra; Suci Fitriany (IALP, 2020)

Semi-Supervised Low-Resource Style Transfer of Indonesian Informal to Formal Language with Iterative Forward-Translation. - Haryo Akbarianto Wibowo; Tatag Aziz Prawiro; Muhammad Ihsan; Alham Fikri Aji; Radityo Eko Prasojo; Rahmad Mahendra (CoRR, 2020)

No Budget? Don't Flex! Cost Consideration when Planning to Adopt NLP for Your Business. - Made Nindyatama Nityasya; Haryo Akbarianto Wibowo; Radityo Eko Prasojo; Alham Fikri Aji (CoRR, 2020)

Synthetic Source Language Augmentation for Colloquial Neural Machine Translation. - Asrul Sani Ariesandy; Mukhlis Amien; Alham Fikri Aji; Radityo Eko Prasojo (CoRR, 2020)

Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation. - Alham Fikri Aji; Kenneth Heafield (CoRR, 2020)

Approximating neural machine translation for efficiency. - Alham Fikri Aji (2020)

IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism. - Haryo Akbarianto Wibowo; Made Nindyatama Nityasya; Afra Feyza Akyürek; Suci Fitriany; Alham Fikri Aji; Radityo Eko Prasojo; Derry Tanti Wijaya (ACL/IJCNLP (Findings), 2021)

IndoNLI: A Natural Language Inference Dataset for Indonesian. - Rahmad Mahendra; Alham Fikri Aji; Samuel Louvan; Fahrurrozi Rahman; Clara Vania (EMNLP (1), 2021)

ParaCotta: Synthetic Multilingual Paraphrase Corpora from the Most Diverse Translation Sample Pair. - Alham Fikri Aji; Radityo Eko Prasojo; Tirana Noor Fatyanosa; Philip Arthur; Suci Fitriany; Salma Qonitah; Nadhifa Zulfa; Tomi Santoso; Mahendra Data (PACLIC, 2021)

BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter. - Alham Fikri Aji; Made Nindyatama Nityasya; Haryo Akbarianto Wibowo; Radityo Eko Prasojo; Tirana Fatyanosa (SMM4H@NAACL-HLT, 2021)

Efficient Machine Translation with Model Pruning and Quantization. - Maximiliana Behnke; Nikolay Bogoychev; Alham Fikri Aji; Kenneth Heafield; Graeme Nail; Qianqian Zhu; Svetlana Tchistiakova; Jelmer van der Linde; Pinzhen Chen; Sidharth Kashyap; Roman Grundkiewicz (WMT@EMNLP, 2021)

The University of Edinburgh's Bengali-Hindi Submissions to the WMT21 News Translation Task. - Proyag Pal; Alham Fikri Aji; Pinzhen Chen; Sukanta Sen (WMT@EMNLP, 2021)

One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia. - Alham Fikri Aji; Genta Indra Winata; Fajri Koto; Samuel Cahyawijaya; Ade Romadhony; Rahmad Mahendra; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Timothy Baldwin; Jey Han Lau; Sebastian Ruder (ACL (1), 2022)

Towards better structured and less noisy Web data: Oscar with Register annotations. - Veronika Laippala; Anna Salmela; Samuel Rönnqvist; Alham Fikri Aji; Li-Hsin Chang; Asma Dhifallah; Larissa Goulart; Henna Kortelainen; Marc Pàmies; Deise Prina Dutra; Valtteri Skantsi; Lintang Sutawika; et al. (W-NUT@COLING, 2022)

Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering. - Priyanka Sen; Alham Fikri Aji; Amir Saffari (COLING, 2022)

A Relation Extraction Dataset for Knowledge Extraction from Web Tables. - Siffi Singh; Alham Fikri Aji; Gaurav Singh; Christos Christodoulopoulos 001 (COLING, 2022)

NIX-TTS: Lightweight and End-to-End Text-to-Speech Via Module-Wise Distillation. - Rendi Chevi; Radityo Eko Prasojo; Alham Fikri Aji; Andros Tjandra; Sakriani Sakti (SLT, 2022)

Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models. - Made Nindyatama Nityasya; Haryo Akbarianto Wibowo; Rendi Chevi; Radityo Eko Prasojo; Alham Fikri Aji (CoRR, 2022)

Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources. - Angelina McMillan-Major; Zaid Alyafeai; Stella Biderman; Kimbo Chen; Francesco De Toni; Gérard Dupont; Hady Elsahar; Chris Emezue; Alham Fikri Aji; Suzana Ilic; Nurulaqilla Khamis; Colin Leong; et al. (CoRR, 2022)

Nix-TTS: An Incredibly Lightweight End-to-End Text-to-Speech Model via Non End-to-End Distillation. - Rendi Chevi; Radityo Eko Prasojo; Alham Fikri Aji (CoRR, 2022)

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages. - Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Rahmad Mahendra; Fajri Koto; Ade Romadhony; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Pascale Fung; Timothy Baldwin; Jey Han Lau; et al. (CoRR, 2022)

NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages. - Samuel Cahyawijaya; Alham Fikri Aji; Holy Lovenia; Genta Indra Winata; Bryan Wilie; Rahmad Mahendra; Fajri Koto; David Moeljadi; Karissa Vincentio; Ade Romadhony; Ayu Purwarianti (CoRR, 2022)

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model. - Teven Le Scao; Angela Fan; Christopher Akiki; Ellie Pavlick; Suzana Ilic; Daniel Hesslow; Roman Castagné; Alexandra Sasha Luccioni; François Yvon; Matthias Gallé; Jonathan Tow; Alexander M. Rush; et al. (CoRR, 2022)

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. - Zheng Xin Yong; Hailey Schoelkopf; Niklas Muennighoff; Alham Fikri Aji; David Ifeoluwa Adelani; Khalid Almubarak; M. Saiful Bari; Lintang Sutawika; Jungo Kasai; Ahmed Baruwa; Genta Indra Winata; Stella Biderman; et al. (CoRR, 2022)

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)

Direct Fact Retrieval from Knowledge Graphs without Entity Linking. - Jinheon Baek; Alham Fikri Aji; Jens Lehmann 001; Sung Ju Hwang (ACL (1), 2023)

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)

Multi-lingual and Multi-cultural Figurative Language Understanding. - Anubha Kabra; Emmy Liu; Simran Khanuja; Alham Fikri Aji; Genta Indra Winata; Samuel Cahyawijaya; Aremu Anuoluwapo; Perez Ogayo; Graham Neubig (ACL (Findings), 2023)

Crosslingual Generalization through Multitask Finetuning. - Niklas Muennighoff; Thomas Wang; Lintang Sutawika; Adam Roberts; Stella Biderman; Teven Le Scao; M. Saiful Bari; Sheng Shen 001; Zheng Xin Yong; Hailey Schoelkopf; Xiangru Tang; Dragomir Radev; et al. (ACL (1), 2023)

On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research. - Made Nindyatama Nityasya; Haryo Akbarianto Wibowo; Alham Fikri Aji; Genta Indra Winata; Radityo Eko Prasojo; Phil Blunsom; Adhiguna Kuncoro (ACL (1), 2023)

WebIE: Faithful and Robust Information Extraction on the Web. - Chenxi Whitehouse; Clara Vania; Alham Fikri Aji; Christos Christodoulopoulos 001; Andrea Pierleoni (ACL (1), 2023)

The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges. - Genta Indra Winata; Alham Fikri Aji; Zheng Xin Yong; Thamar Solorio (ACL (Findings), 2023)

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. - Zheng Xin Yong; Hailey Schoelkopf; Niklas Muennighoff; Alham Fikri Aji; David Ifeoluwa Adelani; Khalid Almubarak; M. Saiful Bari; Lintang Sutawika; Jungo Kasai; Ahmed Baruwa; Genta Indra Winata; Stella Biderman; et al. (ACL (1), 2023)

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages. - Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Rahmad Mahendra; Fajri Koto; Ade Romadhony; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Pascale Fung (EACL, 2023)

GlobalBench: A Benchmark for Global Progress in Natural Language Processing. - Yueqi Song; Simran Khanuja; Pengfei Liu 003; Fahim Faisal; Alissa Ostapenko; Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Yulia Tsvetkov; Antonios Anastasopoulos; Graham Neubig (EMNLP, 2023)

LLM-powered Data Augmentation for Enhanced Cross-lingual Performance. - Chenxi Whitehouse; Monojit Choudhury; Alham Fikri Aji (EMNLP, 2023)

Multilingual Large Language Models Are Not (Yet) Code-Switchers. - Ruochen Zhang; Samuel Cahyawijaya; Jan Christian Blaise Cruz; Genta Indra Winata; Alham Fikri Aji (EMNLP, 2023)

NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages. - Samuel Cahyawijaya; Holy Lovenia; Fajri Koto; Dea Adhista; Emmanuel Dave; Sarah Oktavianti; Salsabil Maulana Akbar; Jhonson Lee; Nuur Shadieq; Tjeng Wawan Cenggoro; Hanung Wahyuning Linuwih; Bryan Wilie; et al. (IJCNLP (1), 2023)

Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages. - Zheng Xin Yong; Ruochen Zhang; Jessica Zosa Forde; Skyler Wang; Samuel Cahyawijaya; Holy Lovenia; Genta Indra Winata; Lintang Sutawika; Jan Christian Blaise Cruz; Long Phan; Yin Lin Tan; Alham Fikri Aji (CoRR, 2023)

Multilingual Large Language Models Are Not (Yet) Code-Switchers. - Ruochen Zhang; Samuel Cahyawijaya; Jan Christian Blaise Cruz; Alham Fikri Aji (CoRR, 2023)

LLM-powered Data Augmentation for Enhanced Crosslingual Performance. - Chenxi Whitehouse; Monojit Choudhury; Alham Fikri Aji (CoRR, 2023)

GlobalBench: A Benchmark for Global Progress in Natural Language Processing. - Yueqi Song; Catherine Cui; Simran Khanuja; Pengfei Liu 003; Fahim Faisal; Alissa Ostapenko; Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Yulia Tsvetkov; Antonios Anastasopoulos; Graham Neubig (CoRR, 2023)

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection. - Yuxia Wang; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Chenxi Whitehouse; Osama Mohammed Afzal; Tarek Mahmoud; Alham Fikri Aji; Preslav Nakov (CoRR, 2023)

Bactrian-X : A Multilingual Replicable Instruction-Following Model with Low-Rank Adaptation. - Haonan Li 002; Fajri Koto; Minghao Wu; Alham Fikri Aji; Timothy Baldwin (CoRR, 2023)

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering. - Jinheon Baek; Alham Fikri Aji; Amir Saffari (CoRR, 2023)

Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models. - Neha Sengupta; Sunil Kumar Sahu; Bokang Jia; Satheesh Katipomu; Haonan Li 002; Fajri Koto; Osama Mohammed Afzal; Samta Kamboj; Onkar Pandit; Rahul Pal; Lalit Pradhan; Zain Muhammad Mujahid; et al. (CoRR, 2023)

Low-Resource Clickbait Spoiling for Indonesian via Question Answering. - Ni Putu Intan Maharani; Ayu Purwarianti; Alham Fikri Aji (CoRR, 2023)

QASiNa: Religious Domain Question Answering using Sirah Nabawiyah. - Muhammad Razif Rizqullah; Ayu Purwarianti; Alham Fikri Aji (CoRR, 2023)

Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages. - Samuel Cahyawijaya; Holy Lovenia; Fajri Koto; Rifki Afina Putri; Tjeng Wawan Cenggoro; Jhonson Lee; Salsabil Maulana Akbar; Emmanuel Dave; Nuur Shadieq; Muhammad Ihza Mahendra; Dea Annisayanti Putri; Bryan Wilie; et al. (ACL (1), 2024)

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)

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection. - Yuxia Wang; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohammed Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002; Alham Fikri Aji; Nizar Habash; et al. (ACL (1), 2024)

A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models. - Chenyang Lyu; Zefeng Du; Jitao Xu 003; Yitao Duan; Minghao Wu; Teresa Lynn; Alham Fikri Aji; Derek F. Wong; Longyue Wang (LREC/COLING, 2024)

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection. - Yuxia Wang; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Chenxi Whitehouse; Osama Mohammed Afzal; Tarek Mahmoud; Toru Sasaki; Thomas Arnold 002; Alham Fikri Aji; et al. (EACL (1), 2024)

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions. - Minghao Wu; Abdul Waheed; Chiyu Zhang; Muhammad Abdul-Mageed; Alham Fikri Aji (EACL (1), 2024)

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)

Re-Evaluating Evaluation for Multilingual Summarization. - Jessica Forde; Ruochen Zhang; Lintang Sutawika; Alham Fikri Aji; Samuel Cahyawijaya; Genta Indra Winata; Minghao Wu; Carsten Eickhoff; Stella Biderman; Ellie Pavlick (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)

COPAL-ID: Indonesian Language Reasoning with Local Culture and Nuances. - Haryo Akbarianto Wibowo; Erland Hilman Fuadi; Made Nindyatama Nityasya; Radityo Eko Prasojo; Alham Fikri Aji (NAACL-HLT, 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)

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)

Daisy at WASSA 2024 Empathy and Personality Shared Task: A Quick Exploration on Emotional Pattern of Empathy and Distress. - Rendi Chevi; Alham Fikri Aji (WASSA, 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)

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection. - Yuxia Wang; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohanned Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002; Alham Fikri Aji; Nizar Habash; et al. (CoRR, 2024)

Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models. - Chenyang Lyu; Minghao Wu; Alham Fikri Aji (CoRR, 2024)

Daisy-TTS: Simulating Wider Spectrum of Emotions via Prosody Embedding Decomposition. - Rendi Chevi; Alham Fikri Aji (CoRR, 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)

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection. - Yuxia Wang; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohammed Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002; Chenxi Whitehouse; Alham Fikri Aji; et al. (CoRR, 2024)

Can a Multichoice Dataset be Repurposed for Extractive Question Answering? - Teresa Lynn; Malik H. Altakrori; Samar Mohamed Magdy; Rocktim Jyoti Das; Chenyang Lyu; Mohamed Nasr; Younes Samih; Alham Fikri Aji; Preslav Nakov; Shantanu Godbole; Salim Roukos; Radu Florian; et al. (CoRR, 2024)

Lessons from the Trenches on Reproducible Evaluation of Language Models. - Stella Biderman; Hailey Schoelkopf; Lintang Sutawika; Leo Gao; Jonathan Tow; Baber Abbasi; Alham Fikri Aji; Pawan Sasanka Ammanamanchi; Sidney Black; Jordan Clive; Anthony DiPofi; Julen Etxaniz; et al. (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)

The Privileged Students: On the Value of Initialization in Multilingual Knowledge Distillation. - Haryo Akbarianto Wibowo; Thamar Solorio; Alham Fikri Aji (CoRR, 2024)

IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and Toxicity Types for Indonesian Language. - Lucky Susanto; Musa Izzanardi Wijanarko; Prasetia Anugrah Pratama; Traci Hong; Ika Karlina Idris; Alham Fikri Aji; Derry Wijaya (CoRR, 2024)

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection. - Mervat Abassy; Kareem Ashraf Elozeiri; Alexander Aziz; Minh Ngoc Ta; Raj Vardhan Tomar; Bimarsha Adhikari; Saad El Dine Ahmed; Yuxia Wang; Osama Mohammed Afzal; Zhuohan Xie; Jonibek Mansurov; Ekaterina Artemova; et al. (CoRR, 2024)

Kalahi: A handcrafted, grassroots cultural LLM evaluation suite for Filipino. - Railey Montalan; Jian Gang Ngui; Wei Qi Leong; Yosephine Susanto; Hamsawardhini Rengarajan; William-Chandra Tjhi; Alham Fikri Aji (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)

Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Sense. - Samuel Cahyawijaya; Ruochen Zhang; Holy Lovenia; Jan Christian Blaise Cruz; Elisa Gilbert; Hiroki Nomoto; Alham Fikri Aji (CoRR, 2024)

Efficient and Interpretable Grammatical Error Correction with Mixture of Experts. - Muhammad Reza Qorib; Alham Fikri Aji; Hwee Tou Ng (CoRR, 2024)

CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections. - Mohamed Fazli Mohamed Imam; Rufael Fedaku Marew; Jameel Hassan; Mustansar Fiaz; Alham Fikri Aji; Hisham Cholakkal (CoRR, 2024)

Maya: An Instruction Finetuned Multilingual Multimodal Model. - Nahid Alam; Karthik Reddy Kanjula; Surya Guthikonda; Timothy Chung; Bala Krishna S. Vegesna; Abhipsha Das; Anthony Susevski; Ryan Sze-Yin Chan; S. M. Iftekhar Uddin; Shayekh Bin Islam; Roshan Santhosh; Snegha A; et al. (CoRR, 2024)

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Black-Box Machine-Generated Text Detection. - Yuxia Wang; Jonibek Mansurov; Petar Ivanov; Jinyan Su; Artem Shelmanov; Akim Tsvigun; Osama Mohammed Afzal; Tarek Mahmoud; Giovanni Puccetti 002; Thomas Arnold 002; Chenxi Whitehouse; Alham Fikri Aji; et al. (Zenodo, 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)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (ACL (1), 2025)

Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models. - Ahmed Elshabrawy; Thanh-Nhi Nguyen; Yeeun Kang; Lihan Feng; Annant Jain; Faadil Abdullah Shaikh; Jonibek Mansurov; Mohamed Fazli Mohamed Imam; Jesús-Germán Ortiz-Barajas; Rendi Chevi; Alham Fikri Aji (ACL (Findings), 2025)

Do Language Models Understand Honorific Systems in Javanese? - Mohammad Rifqi Farhansyah; Iwan Darmawan; Adryan Kusumawardhana; Genta Indra Winata; Alham Fikri Aji; Derry Tanti Wijaya (ACL (1), 2025)

Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation. - Jonibek Mansurov; Akhmed Sakip; Alham Fikri Aji (ACL (1), 2025)

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)

A Multi-Labeled Dataset for Indonesian Discourse: Examining Toxicity, Polarization, and Demographics Information. - Lucky Susanto; Musa Izzanardi Wijanarko; Prasetia Anugrah Pratama; Zilu Tang; Fariz Akyas; Traci Hong; Ika Karlina Idris; Alham Fikri Aji; Derry Tanti Wijaya (ACL (Findings), 2025)

KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan. - Mukhammed Togmanov; Nurdaulet Mukhituly; Diana Turmakhan; Jonibek Mansurov; Maiya Goloburda; Akhmed Sakip; Zhuohan Xie; Yuxia Wang; Bekassyl Syzdykov; Nurkhan Laiyk; Alham Fikri Aji; Ekaterina Kochmar; et al. (ACL (1), 2025)

From Multiple-Choice to Extractive QA: A Case Study for English and Arabic. - Teresa Lynn; Malik H. Altakrori; Samar Mohamed Magdy; Rocktim Jyoti Das; Chenyang Lyu; Mohamed Nasr; Younes Samih; Kirill Chirkunov; Alham Fikri Aji; Preslav Nakov; Shantanu Godbole; Salim Roukos; et al. (COLING, 2025)

NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages. - Ayu Purwarianti; Dea Adhista; Agung Baptiso; Miftahul Mahfuzh; Yusrina Sabila; Aulia Adila; Samuel Cahyawijaya; Alham Fikri Aji (COLING Workshops, 2025)

GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human. - Yuxia Wang; Artem Shelmanov; Jonibek Mansurov; Akim Tsvigun; Vladislav Mikhailov; Rui Xing; Zhuohan Xie; Jiahui Geng; Giovanni Puccetti 002; Ekaterina Artemova; Jinyan Su; Minh Ngoc Ta; et al. (COLING Workshops, 2025)

Proceedings of the Second Workshop in South East Asian Language Processing. - Derry Wijaya; Alham Fikri Aji; Clara Vania; Genta Indra Winata; Ayu Purwarianti (COLING Workshops, 2025)

Style Over Substance: Evaluation Biases for Large Language Models. - Minghao Wu; Alham Fikri Aji (COLING, 2025)

Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Senses. - Samuel Cahyawijaya; Ruochen Zhang; Jan Christian Blaise Cruz; Holy Lovenia; Elisa Gilbert; Hiroki Nomoto; Alham Fikri Aji (NAACL (Findings), 2025)

Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning. - Ahmed Elshabrawy; Yongxin Huang; Iryna Gurevych; Alham Fikri Aji (NAACL (Findings), 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)

Can Multimodal LLMs do Visual Temporal Understanding and Reasoning? The answer is No! - Mohamed Fazli Mohamed Imam; Chenyang Lyu; Alham Fikri Aji (CoRR, 2025)

Extracting General-use Transformers for Low-resource Languages via Knowledge Distillation. - Jan Christian Blaise Cruz; Alham Fikri Aji (CoRR, 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)

Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models. - Masahiro Kaneko; Alham Fikri Aji; Timothy Baldwin (CoRR, 2025)

Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI. - Yuxia Wang; Rui Xing; Jonibek Mansurov; Giovanni Puccetti 002; Zhuohan Xie; Minh Ngoc Ta; Jiahui Geng; Jinyan Su; Mervat Abassy; Saad El Dine Ahmed; Kareem Ashraf Elozeiri; Nurkhan Laiyk; et al. (CoRR, 2025)

TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model Reasoning. - Frederikus Hudi; Genta Indra Winata; Ruochen Zhang; Alham Fikri Aji (CoRR, 2025)

Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh. - Fajri Koto; Rituraj Joshi; Nurdaulet Mukhituly; Yuxia Wang; Zhuohan Xie; Rahul Pal; Daniil Orel; Parvez Mullah; Diana Turmakhan; Maiya Goloburda; Mohammed Kamran; Samujjwal Ghosh; et al. (CoRR, 2025)

IteRABRe: Iterative Recovery-Aided Block Reduction. - Haryo Akbarianto Wibowo; Haiyue Song; Hideki Tanaka; Masao Utiyama; Alham Fikri Aji; Raj Dabre (CoRR, 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)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (CoRR, 2025)

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study. - Rendi Chevi; Kentaro Inui; Thamar Solorio; Alham Fikri Aji (CoRR, 2025)

Softpick: No Attention Sink, No Massive Activations with Rectified Softmax. - Zayd Muhammad Kawakibi Zuhri; Erland Hilman Fuadi; 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)

Behind Maya: Building a Multilingual Vision Language Model. - Nahid Alam; Karthik Reddy Kanjula; Surya Guthikonda; Timothy Chung; Bala Krishna S. Vegesna; Abhipsha Das; Anthony Susevski; Ryan Sze-Yin Chan; S. M. Iftekhar Uddin; Shayekh Bin Islam; Roshan Santhosh; Snegha A; et al. (CoRR, 2025)

Language-Specific Latent Process Hinders Cross-Lingual Performance. - Zheng Wei Lim; Alham Fikri Aji; Trevor Cohn (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)

CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation. - Emilio Villa-Cueva; Sholpan Bolatzhanova; Diana Turmakhan; Kareem Elzeky; Henok Biadglign Ademtew; Alham Fikri Aji; Israel Abebe Azime; Jinheon Baek; Frederico Belcavello; Fermin Cristobal; Jan Christian Blaise Cruz; Mary Dabre; et al. (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)

Language Surgery in Multilingual Large Language Models. - Joanito Agili Lopo; Muhammad Ravi Shulthan Habibi; Tack Hwa Wong; Muhammad Ilham Ghozali; Fajri Koto; Genta Indra Winata; Peerat Limkonchotiwat; Alham Fikri Aji; Samuel Cahyawijaya (CoRR, 2025)

MOMENTS: A Comprehensive Multimodal Benchmark for Theory of Mind. - Emilio Villa-Cueva; S. M. Masrur Ahmed; Rendi Chevi; Jan Christian Blaise Cruz; Kareem Elzeky; Fermin Cristobal; Alham Fikri Aji; Skyler Wang; Rada Mihalcea; Thamar Solorio (CoRR, 2025)

Sparse Autoencoders Can Capture Language-Specific Concepts Across Diverse Languages. - Lyzander Marciano Andrylie; Inaya Rahmanisa; Mahardika Krisna Ihsani; Alfan Farizki Wicaksono; Haryo Akbarianto Wibowo; Alham Fikri Aji (CoRR, 2025)

Unveiling the Influence of Amplifying Language-Specific Neurons. - Inaya Rahmanisa; Lyzander Marciano Andrylie; Mahardika Krisna Ihsani; Alfan Farizki Wicaksono; Haryo Akbarianto Wibowo; Alham Fikri Aji (CoRR, 2025)

SEADialogues: A Multilingual Culturally Grounded Multi-turn Dialogue Dataset on Southeast Asian Languages. - Muhammad Dehan Al Kautsar; Aswin Candra; M. Alif Al Hakim; Maxalmina Satria Kahfi; Fajri Koto; Alham Fikri Aji; Peerat Limkonchotiwat; Ekapol Chuangsuwanich; Genta Indra Winata (CoRR, 2025)

LoraxBench: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages. - Alham Fikri Aji; Trevor Cohn (CoRR, 2025)

When Alignment Hurts: Decoupling Representational Spaces in Multilingual Models. - Ahmed Elshabrawy; Hour Kaing; Haiyue Song; Alham Fikri Aji; Hideki Tanaka; Masao Utiyama; Raj Dabre (CoRR, 2025)

WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai. - Peerat Limkonchotiwat; Pume Tuchinda; Lalita Lowphansirikul; Surapon Nonesung; Panuthep Tasawong; Alham Fikri Aji; Can Udomcharoenchaikit; Sarana Nutanong (CoRR, 2025)