Posts by Collection

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

Paper

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 (to appear in NAACL Findings 2025), Jun 2024

Paper Code

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
COLING 2025, Sep 2024

Paper Code

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 (to appear in ICLR 2025), Oct 2024

*Equal Contribution

Paper Code

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 (to appear in NAACL 2025), Oct 2024

*Equal Contribution

Paper Code

MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibrations

Winner of WMT-24 Metric Shared Task

*Equal Contribution

Paper Code

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia

Samuel Cahyawijaya, Holy Lovenia, Joel Ruben Antony Moniz, Tack Hwa Wong, Mohammad Rifqi Farhansyah, Thant Thiri Maung, Frederikus Hudi, David Anugraha, and 84 other authors.
ACL 2025, Mar 2025

Paper Code

R3: Robust Rubric-Agnostic Reward Models

David Anugraha, Zilu Tang, Lester James V. Miranda, Hanyang Zhao, Mohammad Rifqi Farhansyah, Garry Kuwanto, Derry Wijaya, Genta Indra Winata
arXiv preprint arXiv:2505.13388, May 2025

Paper Code

Reviewer

ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models

Published: July 15, 2024

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.

R3: Robust Rubric-Agnostic Reward Models

Published: June 02, 2025

A technical talk to Machine Learning researchers, professionals and entrepreneurs based on previously published paper R3: Robust Rubric-Agnostic Reward Models.