Hexuan Deng
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
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Conference Polyglot
(4)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(29)
π§
Keyword Pioneer
Conferences
ACL (2)
EMNLP (2)
AAAI (1)
NIPS (1)
Top co-authors
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 datum
(1)
simultaneous machine translation
(1)
simultaneous translation
(1)
knowledge cutoff
(1)
term extraction
(1)
decompositional semantics
(1)
Papers
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization
ACL 2025
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs
EMNLP 2025
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
NIPS 2024
Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm
ACL 2024
Curriculum Consistency Learning for Conditional Sentence Generation
EMNLP 2024
Improving Simultaneous Machine Translation with Monolingual Data
AAAI 2023