FK
Fajri Koto
cs.CLcs.AIcs.LGcs.CVcs.DB
On Valency
published · living versionsW_4p8tjbhv·v1 · currentpublished
Text Generation in Low-Resource Languages Using Human-Curated Vocabularies
with Michael Christlambert Sinanta, Muhammad Dehan Al Kautsar, Amanda Nurul Izzah, Thanh-Nhi Nguyen +2
1 version
W_b54zs28u·v1published
Preprints & journals
60 papers in the corpus · 2019–2026Aligning Cultural Behaviors in Arabic Language Models via Preferences2610.25362v1 · Junhong Liang, Daniil Orel, Saeed Almheiri et al.2026 · 0 citationsarXivon Valency
Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close2609.00999v1 · Rania Elbadry, Ahmed Heakl, Saeed Almheiri et al.2026 · 0 citationsarXiv
CultureTalk-ID: A Multi-Task Dialogue Benchmark for Cultural Commonsense in Indonesian Local Languages2607.21016v1 · Muhammad Dehan Al Kautsar, Salsabila Pranida, Bilal Elbouardi et al.2026 · 0 citationsarXiv
Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems2606.08034v2 · Muhammad Falensi Azmi, Ikhlasul Akmal Hanif, Vallerie Alexandra Putra et al.2026 · 0 citationsarXiv
IndoBias: A Dual Track Culturally Grounded Benchmark for LLMs Bias Evaluation in Indonesian Languages2606.01260v1 · Ikhlasul Akmal Hanif, Muhammad Falensi Azmi, Filbert Aurelian Tjiaranata et al.2026 · 0 citationsarXiv
TextAlign: Preference Alignment for Text Rendering with Hierarchical Rewards2605.19320v3 · Mingxuan Cui, Jingpu Yang, Fengxian Ji et al.2026 · 0 citationsarXiv
Exploring Language-Agnosticity in Function Vectors: A Case Study in Machine Translation2604.19678v2 · Nurkhan Laiyk, Gerard I. G'allego, Javier Ferrando et al.2026 · 0 citationsarXiv
Grounding AI-in-Education Development in Teachers' Voices: Findings from a National Survey in Indonesia2604.01630v1 · Nurul Aisyah, Muhammad Dehan Al Kautsar, Arif Hidayat et al.2026 · 0 citationsarXiv
LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction2601.17971v1 · Junior Cedric Tonga, Chen Cecilia Liu, Iryna Gurevych et al.2026 · 0 citationsarXiv
Parallel Tokenizers: Rethinking Vocabulary Design in Cross-Lingual Transfer of Low-Resource Languages2510.06128v3 · Muhammad Dehan Al Kautsar, Fajri Koto2025 · 0 citationsarXiv
Cross-Cultural Transfer of Commonsense Reasoning in LLMs: Evidence from the Arab World2509.19265v1 · Saeed Almheiri, Rania Hossam, Mena Attia et al.2025 · 1 citationarXiv
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations2509.05060v1 · Patrick Amadeus Irawan, Ryandito Diandaru, Belati Jagad Bintang Syuhada et al.2025 · 0 citationsarXiv
SEADialogues: A Multilingual Culturally Grounded Multi-turn Dialogue Dataset on Southeast Asian Languages2508.07069v1 · Muhammad Dehan Al Kautsar, Aswin Candra, Muhammad Alif Al Hakim et al.2025 · 0 citationsarXiv
Role-Aware Language Models for Secure and Contextualized Access Control in Organizations2507.23465v3 · Saeed Almheiri, Yerulan Kongrat, Adrian Santosh et al.2025 · 2 citationsarXiv
Language Surgery in Multilingual Large Language Models2506.12450v3 · Joanito Agili Lopo, Muhammad Ravi Shulthan Habibi, Tack Hwa Wong et al.2025 · 0 citationsarXiv
What Do Indonesians Really Need from Language Technology? A Nationwide Survey2506.07506v2 · Muhammad Dehan Al Kautsar, Lucky Susanto, Derry Wijaya et al.2025 · 3 citationsarXiv
Evaluating Vision-Language and Large Language Models for Automated Student Assessment in Indonesian Classrooms2506.04822v3 · Nurul Aisyah, Muhammad Dehan Al Kautsar, Arif Hidayat et al.2025 · 1 citationarXiv
Simulating Student-Tutor Interactions with LLMs for Multilingual Math Feedback2506.04920v2 · Junior Cedric Tonga, KV Aditya Srivatsa, Kaushal Kumar Maurya et al.2025 · 0 citationsarXiv
IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages2506.02573v1 · Muhammad Falensi Azmi, Muhammad Dehan Al Kautsar, Alfan Farizki Wicaksono et al.2025 · 3 citationsarXiv
Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM Evaluation2505.24263v1 · Naila Shafirni Hidayat, Muhammad Dehan Al Kautsar, Alfan Farizki Wicaksono et al.2025 · 1 citationarXiv
Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi2504.06011v1 · Monojit Choudhury, Shivam Chauhan, Rocktim Jyoti Das et al.2025 · 0 citationsarXiv
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia2503.07920v2 · Samuel Cahyawijaya, Holy Lovenia, Joel Ruben Antony Moniz et al.2025 · 1 citationarXiv
Sherkala-Chat: Building a State-of-the-Art LLM for Kazakh in a Moderately Resourced Setting2503.01493v2 · Fajri Koto, Rituraj Joshi, Nurdaulet Mukhituly et al.2025 · 1 citationarXiv
Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension2502.14315v1 · Amir Hossein Yari, Fajri Koto2025 · 1 citationarXiv
Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual Contexts2502.13640v2 · Maiya Goloburda, Nurkhan Laiyk, Diana Turmakhan et al.2025 · 1 citationarXiv
Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh2502.13647v3 · Nurkhan Laiyk, Daniil Orel, Rituraj Joshi et al.2025 · 2 citationsarXiv
Commonsense Reasoning in Arab Culture2502.12788v2 · Abdelrahman Sadallah, Junior Cedric Tonga, Khalid Almubarak et al.2025 · 1 citationarXiv
KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan2502.12829v2 · Mukhammed Togmanov, Nurdaulet Mukhituly, Diana Turmakhan et al.2025 · 16 citationsarXiv
Culturally-Nuanced Story Generation for Reasoning in Low-Resource Languages: The Case of Javanese and Sundanese2502.12932v2 · Salsabila Zahirah Pranida, Rifo Ahmad Genadi, Fajri Koto2025 · 1 citationarXiv
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs2502.12982v1 · Longxu Dou, Qian Liu, Fan Zhou et al.2025 · 1 citationarXiv
LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch2501.07124v3 · Zhengzhong Liu, Bowen Tan, Hongyi Wang et al.2025 · 0 citationsarXiv
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability2412.18551v1 · Haonan Li, Xudong Han, Zenan Zhai et al.2024 · 0 citationsarXiv
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge2411.19799v1 · Angelika Romanou, Negar Foroutan, Anna Sotnikova et al.2024 · 5 citationsarXiv
Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia2409.08564v2 · Fajri Koto2024 · 1 citationarXiv
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages2406.10118v5 · Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar et al.2024 · 12 citationsarXiv
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark2406.05967v2 · David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo et al.2024 · 6 citationsarXiv
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages2404.06138v2 · Samuel Cahyawijaya, Holy Lovenia, Fajri Koto et al.2024 · 7 citationsarXiv
IndoCulture: Exploring Geographically-Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces2404.01854v2 · Fajri Koto, Rahmad Mahendra, Nurul Aisyah et al.2024 · 11 citationsarXiv
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic2402.12840v2 · Fajri Koto, Haonan Li, Sara Shatnawi et al.2024 · 18 citationsarXiv
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon2402.02113v1 · Fajri Koto, Tilman Beck, Zeerak Talat et al.2024 · 22 citationsarXiv
LLM360: Towards Fully Transparent Open-Source LLMs2312.06550v1 · Zhengzhong Liu, Aurick Qiao, Willie Neiswanger et al.2023 · 3 citationsarXiv
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU2310.04928v2 · Fajri Koto, Nurul Aisyah, Haonan Li et al.2023 · 15 citationsarXiv
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages2309.10661v2 · Samuel Cahyawijaya, Holy Lovenia, Fajri Koto et al.2023 · 15 citationsarXiv
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings2309.08591v2 · Chen Cecilia Liu, Fajri Koto, Timothy Baldwin et al.2023 · 23 citationsarXiv
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models2308.16149v2 · Neha Sengupta, Sunil Kumar Sahu, Bokang Jia et al.2023 · 23 citationsarXiv
CMMLU: Measuring massive multitask language understanding in Chinese2306.09212v2 · Haonan Li, Yixuan Zhang, Fajri Koto et al.2023 · 105 citationsarXiv
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation2305.15011v2 · Haonan Li, Fajri Koto, Minghao Wu et al.2023 · 6 citationsarXiv
NusaCrowd: Open Source Initiative for Indonesian NLP Resources2212.09648v4 · Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji et al.2022 · 55 citationsarXiv
NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages2207.10524v2 · Samuel Cahyawijaya, Alham Fikri Aji, Holy Lovenia et al.2022 · 4 citationsarXiv
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages2205.15960v2 · Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya et al.2022 · 56 citationsarXiv
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