Mingxu Chai
7 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (23) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
ACL (3)
EMNLP (3)
EACL (1)
Top co-authors
Keywords
large language model
(3)
information extraction
(2)
layout analysis
(2)
document understanding
(2)
reinforcement learning
(2)
object detection
(1)
preference alignment
(1)
relation extraction
(1)
question answering
(1)
model evaluation
(1)
document parsing
(1)
ai safety
(1)
model alignment
(1)
gaussian kernel
(1)
generative model
(1)
loss function
(1)
variational information bottleneck
(1)
pre-trained model
(1)
value model
(1)
clinical evaluation
(1)
Papers
VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
ACL 2026
Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
EACL 2026
LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
ACL 2026
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
EMNLP 2025
Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety
EMNLP 2025
DocFusion: A Unified Framework for Document Parsing Tasks
ACL 2025
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
EMNLP 2024