Joseph Marvin Imperial
20 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Cross-Pollinator (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Renaissance Researcher (7)
π
Conference Polyglot
(7)
π
Renaissance Researcher
(7)
π₯
Mega-Team
(92)
β
The Questioner
(3)
π
Century Club
(19)
ποΈ
Keyword Collector
(84)
β‘
Prolific Year
(7)
Conferences
EMNLP (9)
ACL (4)
NAACL (3)
AAAI (1)
COLING (1)
ICLR (1)
ICML (1)
Top co-authors
Research topics
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
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
Natural Language Generation with Expert Standards
AAAI 2025
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
UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment
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
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
ICML 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
An Extensible Massively Multilingual Lexical Simplification Pipeline Dataset using the MultiLS Framework
COLING 2024
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark
NAACL 2024
The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline
NAACL 2024
Uniform Complexity for Text Generation
EMNLP 2023
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
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