Nan Hua
7 papers · 2018–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Topic Evolution
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Keyword Collector
(52)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Applications · Natural Language Processing
(4)
Core AI
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Architectures
(2)
Computer Science
(1)
Computer Vision
(1)
Applications · Computer Science
(1)
Domain-Specific
(1)
Keywords
information extraction
(2)
large language model
(2)
representation learning
(2)
document understanding
(2)
language model
(2)
model pruning
(1)
text classification
(1)
sequence modeling
(1)
multimodal learning
(1)
transfer learning
(1)
document information extraction
(1)
llm evaluation
(1)
named entity recognition
(1)
neural network model
(1)
privileged information
(1)
model evaluation
(1)
feed-forward network
(1)
self-supervised pretraining
(1)
residual module
(1)
reward modeling
(1)
Papers
Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations
EMNLP 2025
LMDX: Language Model-based Document Information Extraction and Localization
ACL 2024
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
ACL 2023
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
ACL 2022
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior
EMNLP 2020
Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization
NSDI 2018
Universal Sentence Encoder for English
EMNLP 2018