Joseph Marvin Imperial

Venues

Frequent coauthors

Papers

1. CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
   ACL 2026 ·

   Pedro Ortiz Suarez

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2. Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
   ACL 2025 ·

   Samuel Cahyawijaya

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3. FilBench: Can LLMs Understand and Generate Filipino?
   EMNLP 2025 ·

   Lester James Validad Miranda

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4. INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
   ICLR 2025 ·

   Angelika Romanou

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5. Natural Language Generation with Expert Standards
   AAAI 2025 · Joseph Marvin Imperial
6. UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment
   EMNLP 2025 · Joseph Marvin Imperial
7. Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
   ICML 2024 ·

   Francisco Eiras

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8. SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
   EMNLP 2024 ·

   Holy Lovenia

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9. SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning
   EMNLP 2024 · Joseph Marvin Imperial
10. Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation
    EMNLP 2024 · Joseph Marvin Imperial
11. Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark
    NAACL 2024 ·

    Stephen Mayhew

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