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\textit{\smallHow do we ensure that other language communities can take advantage of the rapid pace of frontier LLM development? Within this theme, I also take special interest in improving the state of Filipino NLP.}
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\textit{\smallNo language should be left behind, especially in data. I'm motivated to pursue research that ensures that the next generation of state-of-the-art LLMs cater to languages beyond English.}
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{\href{https://arxiv.org/abs/2508.03523}{\textbf{FilBench: Can LLMs Understand and Generate Filipino?}}}{\small EMNLP `25 Main}
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\resumeItem{\underline{Lester James V. Miranda}*, Elyanah Aco*, Conner Manuel*, Jan Christian Blaise Cruz, Joseph Marvin Imperial}
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{\parbox{0.80\textwidth}{\href{https://aclanthology.org/2025.acl-long.357/}{\textbf{The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation Project}}}}{\small ACL `25 Main}
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\resumeItem{Angelina A. Aquino*, \underline{Lester James V. Miranda}*, Elsie Marie T. Or}
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{\href{https://aclanthology.org/2025.acl-long.3/}{\textbf{M-RewardBench: Evaluating Reward Models in Multilingual Settings}}}{\small ACL `25 Main}
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\resumeItem{Srishti Gureja*, \underline{Lester James V. Miranda}*, Shayekh Bin Islam*, Rishabh Maheshwary*, Drishti Sharma, Gusti Winata, Nathan Lambert, Sebastian Ruder, Sara Hooker, Marzieh Fadaee}
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{\parbox{0.80\textwidth}{\href{https://aclanthology.org/2024.emnlp-main.296/}{\textbf{SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}}}}{\small EMNLP `24 Main}
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\resumeItem{Holy Lovenia*, Rahmad Mahendra*, Salsabil Maulana Akbar*, \underline{Lester James V. Miranda}*, \textit{(50 other authors)}}
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\resumeItem{Holy Lovenia*, Rahmad Mahendra*, Salsabil Maulana Akbar*, \underline{Lester James V. Miranda}*, \textit{(50 other authors)}, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng-Xin Yong, Samuel Cahyawijaya}
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% \resumeProjectHeading
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% {\parbox{0.70\textwidth}{\href{https://aclanthology.org/2024.naacl-long.243/}{\textbf{Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark}}}}{\small NAACL `24 Main}
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% \resumeItem{Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Šuppa, Hila Gonen, Joseph Marvin Imperial, Börje F. Karlsson, Peiqin Lin, Nikola Ljubešić, \underline{Lester James V. Miranda}, Barbara Plank, Arij Riabi, Yuval Pinter}
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\textit{\small Within this theme, I also take special interest in improving the state of Filipino NLP.}
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{\parbox{0.70\textwidth}{\href{https://aclanthology.org/2024.naacl-long.243/}{\textbf{Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark}}}}{\smallNAACL `24 Main}
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\resumeItem{Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Šuppa, Hila Gonen, Joseph Marvin Imperial, Börje F. Karlsson, Peiqin Lin, Nikola Ljubešić, \underline{Lester James V. Miranda}, Barbara Plank, Arij Riabi, Yuval Pinter}
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{\href{https://arxiv.org/abs/2508.03523}{\textbf{FilBench: Can LLMs Understand and Generate Filipino?}}}{\smallEMNLP `25 Main}
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\resumeItem{\underline{Lester James V. Miranda}*, Elyanah Aco*, Conner Manuel*, Jan Christian Blaise Cruz, Joseph Marvin Imperial}
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\resumeProjectHeading
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{\href{https://aclanthology.org/2023.sealp-1.2/}{\textbf{Developing a Named Entity Recognition Dataset for Tagalog}}}{\small SEALP `23}
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\resumeItem{\underline{Lester James V. Miranda}}
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{\parbox{0.80\textwidth}{\href{https://aclanthology.org/2025.acl-long.357/}{\textbf{The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation Project}}}}{\small ACL `25 Main}
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\resumeItem{Angelina A. Aquino*, \underline{Lester James V. Miranda}*, Elsie Marie T. Or}
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% \resumeProjectHeading
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% {\href{https://aclanthology.org/2023.sealp-1.2/}{\textbf{Developing a Named Entity Recognition Dataset for Tagalog}}}{\small SEALP `23}
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% \resumeItem{\underline{Lester James V. Miranda}}
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{\href{https://aclanthology.org/2023.nlposs-1.1/}{\textbf{calamanCy: A Tagalog Natual Language Processing Toolkit}}}{\small NLP-OSS `23}
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\resumeItem{\underline{Lester James V. Miranda}}
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{\href{https://arxiv.org/abs/2212.09255}{\textbf{Multi hash embeddings in spaCy}}}{\small Tech. Report `22}
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\resumeItem{\underline{Lester James Miranda}*, Ákos Kádár*, Adriane Boyd, Sofie Van Landeghem, Anders Søgaard, Matthew Honnibal}
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