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Patrick Amadeus Irawan

Research Engineer
Singapore Management University
patrickamadeusirawan (at) gmail.com


About Me

Research Interests

At the moment, I often explore the following topics, ordered by the magnitude of interest and experience:

  1. Multimodal Learning/Alignment: VLMs, multimodal alignment, efficient multimodal architectures, agentic/multimodal RAG.
  2. Multilingual Alignment: Language alignment, language taxonomy, low-resource alignment, domain-specific benchmarking.
  3. Reasoning Architectures: Advanced decoding strategies, efficient reasoning, hallucination mitigation.

News

Publications

2025
  1. NAACL
    Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, David Anugraha, Rifki Afina Putri, Yutong Wang, Adam Nohejl, Ubaidillah Ariq Prathama, Nedjma Ousidhoum, and others
    North American Chapter of the Association for Computational Linguistics (NAACL), 2025.

  2. NAACL
    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.

  3. COLING
    Patrick Amadeus Irawan, Genta Indra Winata, Samuel Cahyawijaya, Ayu Purwarianti
    International Conference on Computational Linguistics (COLING), 2025.

  4. Genta Indra Winata, David Anugraha, Emmy Liu, Alham Fikri Aji, Shou-Yi Hung, Aditya Parashar, Patrick Amadeus Irawan, and others

2024
  1. EMNLP
    Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V Miranda, Jennifer Santoso, Elyanah Aco, ..., Patrick Amadeus Irawan, and others
    Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.

  2. APSIPA ASC
    Nana Sutisna, Aditya Prawira Nugroho, Christopher Jeffrey, Patrick Amadeus Irawan, Rizky Ramadhana, Ronggur Mahendra, Michael Jonathan, Infall Syafalni, Trio Adiono
    2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)

Misc.

Experience

Conference Reviewers