Shengyu Mao
7 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(5)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Resources & Methods
(3)
Applications
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
knowledge editing
(2)
structured prediction
(1)
in-context learning
(1)
model safety
(1)
model editing
(1)
event detection
(1)
determinantal point process
(1)
language model
(1)
sparse autoencoder
(1)
pre-trained language model
(1)
latent knowledge
(1)
retrieval augmentation
(1)
commonsense reasoning
(1)
knowledge-intensive task
(1)
query rewriting
(1)
knowledge consolidation
(1)
event extraction
(1)
knowledge injection
(1)
event relation extraction
(1)
Papers
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
ACL 2025
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
ACL 2024
Editing Conceptual Knowledge for Large Language Models
EMNLP 2024
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process
EMNLP 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG
EMNLP 2024
Knowledge Rumination for Pre-trained Language Models
EMNLP 2023
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres
ACL 2023