publications.bib

@article{lambert2024tulu,
  title   = {{T\"ulu 3: Pushing Frontiers in Open Language Model Post-Training}},
  author  = {Nathan Lambert* and Jacob Morrison* and Valentina Pyatkin* and Shengyi Huang* and Hamish Ivison* and Faeze Brahman* and
             \underline{Lester James V. Miranda}* and Alisa Liu and Nouha Dziri and Xinxi Lyu and
             Yuling Gu and Saumya Malik and Victoria Graf and Jena D. Hwang and
             Jiangjiang Yang and Ronan Le Bras and Oyvind Tafjord and Chris Wilhelm and
             Luca Soldaini and Noah A. Smith and Yizhong Wang and Pradeep Dasigi and Hannaneh Hajishirzi},
  journal = {Preprint},
  year    = {2024},
  month   = nov
}

@article{miranda2024hybrid,
  title   = {{Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback}},
  author  = {\underline{Lester James V. Miranda}* and Yizhong Wang* and Yanai Elazar and Sachin Kumar and Valentina Pyatkin and Faeze Brahman and Noah A. Smith and Hannaneh Hajishirzi and Pradeep Dasigi},
  journal = {{arXiv}},
  year    = {2024},
  month   = oct,
  volume  = {abs/2410.19133}
}

@article{gureja2024mrewardbench,
  title   = {{\textsc{M-RewardBench}: Evaluating Reward Models in Multilingual Settings}},
  author  = {Srishti Gureja* and \underline{Lester James V. Miranda}* and Shayekh Bin Islam* and Rishabh Maheshwary* and Drishti Sharma and Gusti Winata and Nathan Lambert and Sebastian Ruder and Sara Hooker and Marzieh Fadaee},
  journal = {{arXiv}},
  year    = {2024},
  month   = oct,
  volume  = {abs/2410.15522}
}


@inproceedings{lovenia2024seacrowd,
  title     = {{SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}},
  author    = {Holy Lovenia* and Rahmad Mahendra* and Salsabil Maulana Akbar* and \underline{Lester James V. Miranda}* and others},
  booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing},
  year      = {2024},
  month     = nov,
  address   = {Miami, Florida},
  publisher = {Empirical Methods in Natural Language Processing}
}

@article{lambert2024rewardbench,
  title   = {{RewardBench: Evaluating Reward Models}},
  author  = {Nathan Lambert and Valentina Pyatkin and Jacob Morrison and \underline{LJ Miranda} and Bill Yuchen Lin and Khyathi Chandu and Nouha Dziri and Sachin Kumar and Tom Zick and Yejin Choi and Noah A. Smith and Hannaneh Hajishirzi},
  journal = {{arXiv}},
  year    = {2024},
  month   = mar,
  volume  = {abs/2403.13787}
}

@inproceedings{miranda2024allen,
  title     = {{Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages}},
  author    = {\underline{Lester James V. Miranda}},
  booktitle = {Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP},
  month     = mar,
  year      = {2024},
  address   = {St Julian's, Malta},
  pages     = {151--159},
  publisher = {Association for Computational Linguistics}
}


@inproceedings{miranda2023calamancy,
  title     = {{calamanCy: A Tagalog Natural Language Processing Toolkit}},
  author    = {\underline{Lester James V. Miranda}},
  booktitle = {Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023)},
  month     = dec,
  year      = {2023},
  address   = {Singapore, Singapore},
  publisher = {Empirical Methods in Natural Language Processing},
  url       = {https://aclanthology.org/2023.nlposs-1.1},
  pages     = {1--7},
  abstract  = {We introduce calamanCy, an open-source toolkit for constructing natural language processing (NLP) pipelines for Tagalog. It is built on top of spaCy, enabling easy experimentation and integration with other frameworks. calamanCy addresses the development gap by providing a consistent API for building NLP applications and offering general-purpose multitask models with out-of-the-box support for dependency parsing, parts-of-speech (POS) tagging, and named entity recognition (NER). calamanCy aims to accelerate the progress of Tagalog NLP by consolidating disjointed resources in a unified framework.The calamanCy toolkit is available on GitHub: https://github.com/ljvmiranda921/calamanCy.}
}

@inproceedings{miranda2023developing,
  title     = {{Developing a Named Entity Recognition Dataset for Tagalog}},
  author    = {\underline{Lester James V. Miranda}},
  booktitle = {Proceedings of the First Workshop in South East Asian Language Processing},
  month     = nov,
  year      = {2023},
  address   = {Nusa Dua, Bali, Indonesia},
  publisher = {Association for Computational Linguistics},
  url       = {https://aclanthology.org/2023.sealp-1.2},
  pages     = {13--20}
}

@inproceedings{mayhew2023universal,
  title     = {{Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark}},
  author    = {Stephen Mayhew and Terra Blevins and Shuheng Liu and Marek Šuppa and Hila Gonen and Joseph Marvin Imperial and Börje F. Karlsson and Peiqin Lin and Nikola Ljubešić and \underline{LJ Miranda} and Barbara Plank and Arij Riabi and Yuval Pinter},
  booktitle = {Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)},
  year      = {2024},
  month     = jun,
  address   = {Mexico City, Mexico},
  publisher = {Association for Computational Linguistics},
  url       = {https://aclanthology.org/2024.naacl-long.243},
  pages     = {4322--4337}
}

@article{miranda2022multihash,
  title   = {{Multi hash embeddings in spaCy}},
  author  = {\underline{Lester James V. Miranda}* and \'Akos K\'ad\'ar* and Adriane Boyd and Sofie Van Landeghem and Anders S{\o}gaard and Matthew Honnibal},
  journal = {{arXiv}},
  year    = {2022},
  month   = dec,
  volume  = {abs/2212.09255}
}

@inproceedings{miranda2018feature,
  author    = {\underline{Lester James V. Miranda} and Jinglu Hu},
  title     = {{Feature Extraction using a Mutually-Competitive Autoencoder for Protein Function Prediction}},
  booktitle = {Proceedings of the IEEE International Conference on System, Man, and Cybernetics (SMC)},
  publisher = {IEEE},
  note      = {doi: \url{10.1109/SMC.2018.00234}},
  month     = {October},
  year      = {2018}
}

@inproceedings{miranda2018deep,
  author    = {\underline{Lester James V. Miranda} and Jinglu Hu},
  title     = {{A Deep Learning Approach based on Stacked Denoising Autoencoders for Protein Function Prediction}},
  booktitle = {Proceedings of the 42nd IEEE Computer Society Signature Conference on Computers, Software, and Applications (COMPSAC)},
  publisher = {IEEE},
  month     = {July},
  note      = {doi: \url{10.1109/COMPSAC.2018.00074}},
  year      = {2018}
}

@article{miranda2018pyswarms,
  author  = {\underline{Lester James V. Miranda}},
  title   = {{PySwarms, a research-toolkit for Particle Swarm Optimization in Python}},
  journal = {Journal of Open Source Software (JOSS)},
  year    = {2018},
  volume  = {3},
  issue   = {21},
  number  = {433},
  note    = {doi: \url{10.21105/joss.00433}},
  url     = {https://doi.org/10.21105/joss.00433}
}


@inproceedings{miranda2016appliance,
  author    = {\underline{Lester James V. Miranda}* and Marian Joice Gutierrez* and Samuel Matthew Dumlao and Rosula Reyes},
  title     = {{Appliance Recognition using Hall-Effect Sensors and k-Nearest Neighbors for Power Management Systems}},
  booktitle = {Proceedings of the 2016 IEEE Region 10 Conference 2016 (TENCON)},
  publisher = {IEEE},
  month     = {November},
  note      = {doi: \url{10.1109/TENCON.2016.7847947}},
  year      = {2016}
}