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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Predicting Machine Translation Performance on Low-Resource Languages: The Role of Domain Similarity
Eric Khiu, Hasti Toossi, David Anugraha, Jinyu Liu, Jiaxu Li, Juan Armando Parra Flores, Leandro Arcos Roman, A. Seza Dogruöz, En-Shiun Annie Lee
Findings of the Association for Computational Linguistics: EACL 2024, Mar 2024
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models
David Anugraha, Genta Indra Winata, Chenyue Li, Patrick Amadeus Irawan, En-Shiun Annie Lee
arXiv preprint arXiv:2406.09334, Jun 2024
URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge Base
Aditya Khan, Mason Shipton, David Anugraha, Kaiyao Duan, Phuong H. Hoang, Eric Khiu, A. Seza Dogruöz, and En-Shiun Annie Lee
arXiv preprint arXiv:2409.18472, Sep 2024
MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences
Genta Indra Winata*, David Anugraha*, Lucky Susanto*, Garry Kuwanto*, and Derry Tanti Wijaya
arXiv preprint arXiv:2410.02381, Oct 2024
*Equal Contribution
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*, and 46 other authors
arXiv preprint arXiv:2410.12705, Oct 2024
*Equal Contribution
MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibrations
Winner of WMT-24 Metric Shared Task
David Anugraha*, Garry Kuwanto*, Lucky Susanto, Derry Tanti Wijaya, and Genta Indra WinataIn Proceedings of the Ninth Conference on Machine Translation: WMT 2024, Nov 2024
*Equal Contribution
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talks
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models
Published:
A technical talk to Machine Learning researchers, professionals and entrepreneurs based on previously published paper ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models.