Yifan Mai
10 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🗃️ Keyword Collector (50)
💎
Century Club · Bronze
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The Questioner
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Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Natural Language Processing
(6)
Resources & Methods
(5)
Machine Learning
(4)
Application Areas
(3)
Applications
(3)
Interdisciplinary
(2)
Learning Types
(2)
Linguistics
(2)
Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(5)
benchmark evaluation
(3)
language model evaluation
(2)
multimodal learning
(2)
vision-language model
(2)
model comparison
(1)
prompt engineering
(1)
benchmark suite
(1)
image synthesis
(1)
structure extraction
(1)
text-to-image generation
(1)
llm evaluation
(1)
multilingual nlp
(1)
image quality assessment
(1)
safety evaluation
(1)
multimodal large language model
(1)
document information extraction
(1)
model ranking
(1)
risk assessment
(1)
dataset creation
(1)
Papers
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets
EACL 2026
AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories
ICLR 2025
AutoBencher: Towards Declarative Benchmark Construction
ICLR 2025
Evaluating Large Language Models with Enterprise Benchmarks
NAACL 2025
Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading
ACL 2025
Position: Language model developers should report train-test overlap
ICML 2025
SEA-HELM: Southeast Asian Holistic Evaluation of Language Models
ACL 2025
Image2Struct: Benchmarking Structure Extraction for Vision-Language Models
NeurIPS 2024
VHELM: A Holistic Evaluation of Vision Language Models
NeurIPS 2024
Holistic Evaluation of Text-to-Image Models
NeurIPS 2023