Hexuan Deng
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(28)
Venues
Top co-authors
Research topics
Deep Learning
(6)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Resources & Methods
(4)
Application Areas
(3)
Applications
(3)
Generation
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(4)
instruction tuning
(3)
machine translation
(2)
named entity recognition
(1)
semantic parsing
(1)
continued pretraining
(1)
model pruning
(1)
distributionally robust optimization
(1)
heterogeneous domains
(1)
data synthesis
(1)
structured pruning
(1)
cascade model
(1)
consistency learning
(1)
multilingual model
(1)
monolingual data
(1)
simultaneous machine translation
(1)
simultaneous translation
(1)
knowledge cutoff
(1)
term extraction
(1)
decompositional semantics
(1)
Papers
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs
EMNLP 2025
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization
ACL 2025
Curriculum Consistency Learning for Conditional Sentence Generation
EMNLP 2024
Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm
ACL 2024
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
NeurIPS 2024
Improving Simultaneous Machine Translation with Monolingual Data
AAAI 2023