Shengnan An
9 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5) π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Interdisciplinary Bridge
β
The Questioner
(3)
Conferences
ACL (2)
EMNLP (2)
NIPS (2)
COLING (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(3)
in-context learning
(2)
compositional generalization
(2)
few-shot learning
(2)
zero-shot learning
(2)
content moderation
(1)
empirical study
(1)
natural language understanding
(1)
instruction tuning
(1)
hierarchical reinforcement learning
(1)
nearest neighbor
(1)
context window
(1)
task adaptation
(1)
long context
(1)
long-context training
(1)
question-answer dataset
(1)
chain of thought reasoning
(1)
example selection
(1)
instruct tuning
(1)
context utilization
(1)
Papers
STAND-Guard: A Small Task-Adaptive Content Moderation Model
COLING 2025
Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks
EMNLP 2024
Make Your LLM Fully Utilize the Context
NIPS 2024
Does Deep Learning Learn to Abstract? A Systematic Probing Framework
ICLR 2023
How Do In-Context Examples Affect Compositional Generalization?
ACL 2023
Skill-Based Few-Shot Selection for In-Context Learning
EMNLP 2023
Learning Algebraic Recombination for Compositional Generalization
IJCNLP 2021
Learning Algebraic Recombination for Compositional Generalization
ACL 2021
Compositional Generalization by Learning Analytical Expressions
NIPS 2020