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Jann Railey Montalan

dblp:405/1400 · DBLP profile ↗
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5ranked-venue papers
2as first author
5since 2021 · last 2026
0009-0005-3964-6807ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 5 · 2 first-author · 5 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
3 papers
Language models and text generation · 45% Representation and self-supervised learning · 40% Information extraction and text analysis · 15%

Topics — the 6 heaviest of 7, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Representation and self-supervised learning
embedding models		 1.012026
SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? · ACL (1) 2026
Machine learning › Representation and self-supervised learning › word representation
multilingual word embedding		 1.012026
SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? · ACL (1) 2026
Natural language and speech › Language models and text generation
large language model evaluation		 0.912025
Batayan: A Filipino NLP benchmark for evaluating Large Language Models · ACL (1) 2025
Natural language and speech › Language models and text generation › evaluation of language models
multilingual evaluation		 0.912025
Batayan: A Filipino NLP benchmark for evaluating Large Language Models · ACL (1) 2025
Natural language and speech › Information extraction and text analysis › multilingual NLP
multilingual language resources		 0.812024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages · EMNLP 2024
Natural language and speech › Language models and text generation
low-resource language processing		 0.312026
SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? · ACL (1) 2026

Methods — techniques the papers use, named apart from their topics

benchmark construction · 0.9
YearPublicationVenuePosition
2026 SEA-BED: How Do Embedding Models Represent Southeast Asian Languages?
abstract
Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Raymond Ng, Jann Railey Montalan, Thura Aung, Jian Gang Ngui, Yosephine Susanto, William Chandra Tjhi, Panuthep Tasawong, Erik Cambria, Ekapol Chuangsuwanich, Sarana Nutanong. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Raymond Ng, Jann Railey Montalan, Thura Aung, Jian Gang Ngui, Yosephine Susanto, William-Chandra Tjhi, Panuthep Tasawong, Erik Cambria, Ekapol Chuangsuwanich, Sarana Nutanong
 ACL (1)4
2026 BURMESE-SAN: Burmese NLP Benchmark for Evaluating Large Language Models
Thura Aung, Jann Railey Montalan, Jian Gang Ngui, Peerat Limkonchotiwat
 LREC2
2025 Batayan: A Filipino NLP benchmark for evaluating Large Language Models
abstract
Jann Railey Montalan, Jimson Paulo Layacan, David Demitri Africa, Richell Isaiah S. Flores, Michael T. Lopez Ii, Theresa Denise Magsajo, Anjanette Cayabyab, William Chandra Tjhi. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Jann Railey Montalan, Jimson Paulo Layacan, David Demitri Africa, Richell Isaiah Flores, Michael Tuscano Lopez II, Theresa Denise Magsajo, Anjanette Cayabyab, William-Chandra Tjhi
 ACL (1)1
2024 SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
abstract
Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno P. Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Railey Montalan, Ryan Ignatius, Joanito Agili Lopo, William Nixon, Börje F. Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Tai Ngee Chia, Ayu Purwarianti, Sebastian Ruder, William Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng-Xin Yong, Samuel Cahyawijaya. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024.
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, Frederikus Hudi, Jann Railey Montalan, Ryan Hadiwijaya, Joanito Agili Lopo, William Nixon, Börje Karlsson 0001, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus Irawan, Bin Wang 0040, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Johanes Lee, R. Damanhuri, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu 0012, Ngee Tai Chia, Ayu Purwarianti, Sebastian Ruder, William-Chandra Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang 0001, Fajri Koto, Samuel Cahyawijaya
 EMNLP14
2024 Kalahi: A handcrafted, grassroots cultural LLM evaluation suite for Filipino
Jann Railey Montalan, Jian Gang Ngui, Wei Qi Leong, Yosephine Susanto, Hamsawardhini Rengarajan, Alham Fikri Aji, William-Chandra Tjhi
 PACLIC1