← Patrick Amadeus Irawan

Publications

* equal contribution · See also Google Scholar

2026

• Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation
  Patrick Amadeus Irawan, Iskandar Muda Rizky Parlambang, Rava Maulana, Qinrong Cui, Erland Hilman Fuadi, ..., Shoubin Yu, Yue Zhang, Mohit Bansal, Alham Fikri Aji
  Preprint, 2026. [Project]
• LinguDistill: Recovering Linguistic Ability in Vision Language Models via Selective Cross-Modal Distillation
  Patrick Amadeus Irawan, Erland Hilman Fuadi, Shanu Kumar, Alham Fikri Aji, Yova Kementchedjhieva
  Preprint, 2026. [arXiv]
• Counting to Four is still a Chore for VLMs
  Duy Le Dinh Anh*, Patrick Amadeus Irawan*, Tuan Van Vo
  Computer Vision and Pattern Recognition Conference (CVPR) Workshop, 2026. [arXiv] [Code]
• Anthropogenic Regional Adaptation in Multimodal Vision-Language Model
  Samuel Cahyawijaya, Peerat Limkonchotiwat, Tack Hwa Wong, ..., Patrick Amadeus Irawan, et al.
  Asia-Pacific Chapter of the Association for Computational Linguistics (AACL), 2026. [arXiv]
• Can Large Language Models Understand, Reason About, and Generate Code-Switched Text?
  Genta Indra Winata, David Anugraha, Patrick Amadeus Irawan, Anirban Das, Haneul Yoo, et al.
  Preprint, 2026. [arXiv] [Code]
• Vision Language Models are Confused Tourists
  Patrick Amadeus Irawan*, Ikhlasul Akmal Hanif*, Muhammad Dehan Al Kautsar, Genta Indra Winata, Fajri Koto, Alham Fikri Aji
  Computer Vision and Pattern Recognition Conference (CVPR), 2026 Findings. [arXiv]
• M4-RAG: A Massive-Scale Multilingual Multi-Cultural Multimodal RAG
  David Anugraha, Patrick Amadeus Irawan, Anshul Singh, En-Shiun Annie Lee, Genta Indra Winata
  Computer Vision and Pattern Recognition Conference (CVPR), 2026. [arXiv]

2025

• Seeing Culture: A Benchmark for Visual Reasoning and Grounding
  Burak Satar*, Zhixin Ma*, Patrick Amadeus Irawan, Wilfried A. Mulyawan, Jing Jiang, Ee-Peng Lim, Chong-Wah Ngo
  Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025. Poster [arXiv] [Code]
• Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations
  Patrick Amadeus Irawan*, Ryandito Diandaru*, Belati Jagad Bintang Syuhada*, Randy Zakya Suchrady*, Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya*
  Multilingual Representation Learning Workshop at EMNLP, 2025. Poster [arXiv]
• 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*, et al.
  North American Chapter of the Association for Computational Linguistics (NAACL), 2025. Best Theme Paper [arXiv] [Code]
• 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
  North American Chapter of the Association for Computational Linguistics (NAACL), 2025. Poster [arXiv] [Code]
• Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models
  Patrick Amadeus Irawan, Genta Indra Winata, Samuel Cahyawijaya, Ayu Purwarianti
  International Conference on Computational Linguistics (COLING), 2025. Oral [arXiv] [Code]
• Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability
  Genta Indra Winata, David Anugraha, Emmy Liu, Alham Fikri Aji, ..., Patrick Amadeus Irawan, et al.
  Preprint, 2025. [arXiv]

2024

• SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
  Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, ..., Patrick Amadeus Irawan, et al.
  Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024. Poster [arXiv] [Code]
• Leveraging IoT and Machine Learning for Efficient Rice Stock Monitoring and Prediction
  Nana Sutisna, Aditya Prawira Nugroho, Christopher Jeffrey, Patrick Amadeus Irawan, et al.
  Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2024. Oral [Paper]