Shengnan An
8 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
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
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The Questioner
(3)
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Core AI
(6)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Resources & Methods
(3)
Applications
(2)
Core Methods
(2)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
in-context learning
(2)
few-shot learning
(2)
compositional generalization
(2)
zero-shot learning
(2)
information retrieval
(1)
content moderation
(1)
empirical study
(1)
natural language understanding
(1)
instruction tuning
(1)
hierarchical reinforcement learning
(1)
nearest neighbor
(1)
attention head
(1)
pre-trained language model
(1)
context window
(1)
task adaptation
(1)
long context
(1)
long-context training
(1)
question-answer dataset
(1)
example selection
(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
NeurIPS 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
ACL 2021
Compositional Generalization by Learning Analytical Expressions
NeurIPS 2020