Evaluating Language Model Finetuning Techniques for Low-resource Languages. - Jan Christian Blaise Cruz; Charibeth Cheng (CoRR, 2019)

Localization of Fake News Detection via Multitask Transfer Learning. - Jan Christian Blaise Cruz; Julianne Agatha Tan; Charibeth Cheng (LREC, 2020)

Transformer-based End-to-End Question Generation. - Luis Enrico Lopez; Diane Kathryn Cruz; Jan Christian Blaise Cruz; Charibeth Cheng (CoRR, 2020)

Establishing Baselines for Text Classification in Low-Resource Languages. - Jan Christian Blaise Cruz; Charibeth Cheng (CoRR, 2020)

Investigating the True Performance of Transformers in Low-Resource Languages: A Case Study in Automatic Corpus Creation. - Jan Christian Blaise Cruz; Jose Kristian Resabal; James Lin; Dan John Velasco; Charibeth Cheng (CoRR, 2020)

Exploiting News Article Structure for Automatic Corpus Generation of Entailment Datasets. - Jan Christian Blaise Cruz; Jose Kristian Resabal; James Lin; Dan John Velasco; Charibeth Cheng (PRICAI (2), 2021)

Simplifying Paragraph-Level Question Generation via Transformer Language Models. - Luis Enrico Lopez; Diane Kathryn Cruz; Jan Christian Blaise Cruz; Charibeth Cheng (PRICAI (2), 2021)

Data Processing Matters: SRPH-Konvergen AI's Machine Translation System for WMT'21. - Lintang Sutawika; Jan Christian Blaise Cruz (WMT@EMNLP, 2021)

Using Synthetic Data to Train a Conversational Response Generation Model in Low Resource Settings. - Denzel Adrian Co; Schuyler Ng; Gabriel Louis Tan; Adrian Paule Ty; Jan Christian Blaise Cruz; Charibeth Cheng (IALP, 2022)

Improving Large-scale Language Models and Resources for Filipino. - Jan Christian Blaise Cruz; Charibeth Cheng (LREC, 2022)

Samsung Research Philippines - Datasaur AI's Submission for the WMT22 Large Scale Multilingual Translation Task. - Jan Christian Blaise Cruz; Lintang Sutawika (WMT, 2022)

Using Synthetic Data for Conversational Response Generation in Low-resource Settings. - Gabriel Louis Tan; Adrian Paule Ty; Schuyler Ng; Denzel Adrian Co; Jan Christian Blaise Cruz; Charibeth Cheng (CoRR, 2022)

Automatic WordNet Construction using Word Sense Induction through Sentence Embeddings. - Dan John Velasco; Axel Alba; Trisha Gail Pelagio; Bryce Anthony Ramirez; Jan Christian Blaise Cruz; Charibeth Cheng (CoRR, 2022)

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)

Samsung R&D Institute Philippines at WMT 2023. - Jan Christian Blaise Cruz (WMT, 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)

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)

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)

Samsung R&D Institute Philippines @ WMT 2024 Indic MT Task. - Matthew Theodore Roque; Carlos Rafael Catalan; Dan John Velasco; Manuel Antonio Rufino; Jan Christian Blaise Cruz (WMT, 2024)

Samsung R&D Institute Philippines @ WMT 2024 Low-resource Languages of Spain Shared Task. - Dan John Velasco; Manuel Antonio Rufino; Jan Christian Blaise Cruz (WMT, 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)

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)

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)

Extracting General-use Transformers for Low-resource Languages via Knowledge Distillation. - Jan Christian Blaise Cruz (COLING Workshops, 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)

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)

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

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)

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)