Jianyu Liu
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
reinforcement learning
(1)
multi-task learning
(1)
transfer learning
(1)
text classification
(1)
information extraction
(1)
natural language generation
(1)
text generation
(1)
commonsense knowledge
(1)
multimodal learning
(1)
question generation
(1)
safety alignment
(1)
knowledge graph
(1)
ensemble method
(1)
language model
(1)
multimodal language model
(1)
entity extraction
(1)
semantic relation
(1)
multimodal transformer
(1)
external knowledge
(1)
multilingual learning
(1)
Papers
DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
NAACL 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM
COLING 2025
PRIMO: Progressive Induction for Multi-hop Open Rule Generation
COLING 2024
SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model
SemEval 2022
A Web Scale Entity Extraction System
EMNLP 2021