Joseph Marvin Imperial

19 papers · 2022–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (32) 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (7) 👥 Mega-Team (92) ❓ The Questioner (3) 💎 Century Club (19) 🗃️ Keyword Collector (84) ⚡ Prolific Year (7)

Conferences

EMNLP (9) ACL (3) NAACL (3) AAAI (1) COLING (1) ICLR (1) ICML (1)

Top co-authors

Harish Tayyar Madabushi (6) Fernando Alva-Manchego (4) Börje F. Karlsson (4) Fajri Koto (3) Thomas François (3) Horacio Saggion (3) Ekaterina Kochmar (3) Jan Christian Blaise Cruz (3) Kai North (3) Muhammad Reza Qorib (2)

Research topics

Linguistics (1) Digital Humanities (1) Education (1)

Keywords

large language model (6) multilingual nlp (4) text generation (4) low-resource language (3) language model (3) readability assessment (3) text classification (3) text complexity (2) readability control (2) educational assessment (2) in-context learning (2) random forest (2) constraint satisfaction (2) benchmark evaluation (2) text simplification (2) lexical simplification (2) narrative generation (1) knowledge distillation (1) named entity recognition (1) natural language generation (1)

Papers

UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment EMNLP 2025

FilBench: Can LLMs Understand and Generate Filipino? EMNLP 2025

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge ICLR 2025

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

Natural Language Generation with Expert Standards AAAI 2025

Findings of the TSAR 2025 Shared Task on Readability-Controlled Text Simplification EMNLP 2025

The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline NAACL 2024

An Extensible Massively Multilingual Lexical Simplification Pipeline Dataset using the MultiLS Framework COLING 2024

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 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

Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI ICML 2024

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark NAACL 2024

BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages EMNLP 2023

Automatic Readability Assessment for Closely Related Languages ACL 2023

Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models EMNLP 2023

Uniform Complexity for Text Generation EMNLP 2023

NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space ACL 2022

A Baseline Readability Model for Cebuano NAACL 2022