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ljvmiranda921 committed Oct 14, 2024
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*At AI2, I'm working on various aspects of LM adaptation such as preference data collection and evaluation. I also expanded my work in the multilingual NLP front (SEACrowd, SIGTYP).*

- [SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages](https://arxiv.org/abs/2406.10118)
<br>*ArXiV preprint '24*
<br>*EMNLP '24, ArXiV preprint '24*
<br>Holy Lovenia\*, Rahmad Mahendra\*, Salsabil Maulana Akbar\*, <u>Lester James Miranda</u>\*, and 50+ other authors *(&lowast;: major contributor)*.
<br>[[Catalogue](https://seacrowd.github.io/seacrowd-catalogue)] [[Code](https://github.com/SEACrowd/seacrowd-datahub)]

- [Consent in Crisis: The Rapid Decline of the AI Data Commons](https://arxiv.org/abs/2407.14933)
<br>*ArXiV preprint '24*
<br>*NeurIPS D&B '24, ArXiV preprint '24*
<br>Data Provenance Initiative Team (40+ authors). I contributed in the annotation process design for Web Domain services and annotation quality review.
<br>[[Website](https://www.dataprovenance.org/)] [[Collection](https://github.com/Data-Provenance-Initiative/Data-Provenance-Collection)] [[New York Times Feature](https://www.nytimes.com/2024/07/19/technology/ai-data-restrictions.html)]

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### 2023

*I spent the early parts of 2023 working on low-resource languages and multilinguality, especially Tagalog, my native language. I mostly focused on core NLP tasks: POS tagging, NER, dependency parsing, etc.*
*I spent the early parts of 2023 working on low-resource languages and multilinguality, especially Tagalog, my native language. I mostly focused on linguistic tasks such as POS tagging, NER, and dependency parsing.*

- [calamanCy: a Tagalog Natural Language Processing Toolkit](https://aclanthology.org/2023.nlposs-1.1/)
<br>*NLP Open-Source Software (NLP-OSS) Workshop @ EMNLP '23*
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