Shengjun Cheng
4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (1)
Top co-authors
Keywords
large language model
(3)
instruction tuning
(2)
curriculum learning
(1)
machine translation
(1)
preference optimization
(1)
instruction following
(1)
model alignment
(1)
data sampling
(1)
consistency learning
(1)
knowledge retention
(1)
domain-specific fine-tuning
(1)
preference training
(1)
data partitioning
(1)
error amplification
(1)
curriculum consistency learning
(1)
reinforcement learning
(1)
conditional sentence generation
(1)
continual learning
(1)
Papers
APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training
ACL 2025
SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models
EMNLP 2025
CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions
EMNLP 2024
Curriculum Consistency Learning for Conditional Sentence Generation
EMNLP 2024