Joseph Marvin Imperial
21 papers · 2022–2026 · 8 venues · across top CS/AI venues
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large language model
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text generation
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multilingual nlp
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low-resource language
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text classification
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language model
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benchmark evaluation
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readability assessment
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readability control
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multilingual language model
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educational assessment
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lexical simplification
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cross-lingual transfer
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in-context learning
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text complexity
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text simplification
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constraint satisfaction
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random forest
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named entity recognition
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knowledge distillation
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Papers
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures
SemEval 2026
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
ACL 2025
FilBench: Can LLMs Understand and Generate Filipino?
EMNLP 2025
Findings of the TSAR 2025 Shared Task on Readability-Controlled Text Simplification
EMNLP 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
ICLR 2025
Natural Language Generation with Expert Standards
AAAI 2025
UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment
EMNLP 2025
An Extensible Massively Multilingual Lexical Simplification Pipeline Dataset using the MultiLS Framework
COLING 2024
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
ICML 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
EMNLP 2024
SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning
EMNLP 2024
Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation
EMNLP 2024
The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline
NAACL 2024
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark
NAACL 2024
Automatic Readability Assessment for Closely Related Languages
ACL 2023
BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages
EMNLP 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models
EMNLP 2023
Uniform Complexity for Text Generation
EMNLP 2023
A Baseline Readability Model for Cebuano
NAACL 2022
NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space
ACL 2022