Quzhe Huang
20 papers · 2020–2025 · 5 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
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (51) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(13)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
β
The Questioner
(3)
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(120)
Venues
Top co-authors
Research topics
Machine Learning
(14)
Natural Language Processing
(12)
Artificial Intelligence
(11)
Core AI
(10)
Applications
(8)
Deep Learning
(6)
Core Methods
(6)
Learning Types
(5)
Resources & Methods
(5)
Application Areas
(4)
Architectures
(3)
Optimization & Theory Β· Machine Learning
(3)
Knowledge & Reasoning
(2)
Optimization & Theory Β· Deep Learning
(2)
Representation
(2)
Keywords
language model
(3)
relation extraction
(2)
low-resource language
(2)
knowledge distillation
(2)
named entity recognition
(2)
transfer learning
(2)
neural network
(2)
legal reasoning
(2)
computational efficiency
(2)
video generation
(1)
information extraction
(1)
document-level extraction
(1)
question answering
(1)
curriculum learning
(1)
transformer architecture
(1)
in-context learning
(1)
text classification
(1)
document understanding
(1)
graph paths
(1)
multimodal learning
(1)
Papers
Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation
ACL 2025
JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning
EMNLP 2025
Pyramidal Flow Matching for Efficient Video Generative Modeling
ICLR 2025
Harder Task Needs More Experts: Dynamic Routing in MoE Models
ACL 2024
MC2: Towards Transparent and Culturally-Aware NLP for Minority Languages in China
ACL 2024
Probing Multimodal Large Language Models for Global and Local Semantic Representations
COLING 2024
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
ICLR 2024
Unlocking the Potential of Model Merging for Low-Resource Languages
EMNLP 2024
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
ICML 2024
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction
EMNLP 2023
Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning
EMNLP 2023
More than Classification: A Unified Framework for Event Temporal Relation Extraction
ACL 2023
Relation-Aware Question Answering for Heterogeneous Knowledge Graphs
EMNLP 2023
Do Charge Prediction Models Learn Legal Theory?
EMNLP 2022
Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED
ACL 2022
Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook
EMNLP 2022
Exploring Distantly-Labeled Rationales in Neural Network Models
ACL 2021
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction
ACL 2021
Why Machine Reading Comprehension Models Learn Shortcuts?
ACL 2021
Towards Context-Aware Code Comment Generation
EMNLP 2020