Wenjun Hou
13 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(73)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Natural Language Processing
(9)
Core AI
(8)
Machine Learning
(7)
Generation
(6)
Healthcare & Medicine
(5)
Clinical
(5)
Deep Learning
(4)
Core Methods
(4)
Applications
(3)
Learning Types
(3)
Computer Vision
(2)
Application Areas
(2)
Domain-Specific
(2)
Learning Paradigms
(2)
Keywords
radiology report generation
(4)
medical imaging
(3)
large language model
(3)
multimodal learning
(2)
medical dialogue system
(2)
direct preference optimization
(2)
language model fine-tuning
(2)
graph neural network
(2)
medical report generation
(1)
language model evaluation
(1)
text classification
(1)
text generation
(1)
dialogue generation
(1)
joint learning
(1)
preference learning
(1)
knowledge graph
(1)
disease progression
(1)
conversational ai
(1)
language model
(1)
diagnostic reasoning
(1)
Papers
Integrative Decoding: Improving Factuality via Implicit Self-consistency
ICLR 2025
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework
ACL 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection
ACL 2025
RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval
EMNLP 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
ACL 2025
ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation
EMNLP 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment
ACL 2024
Medical Dialogue Generation via Dual Flow Modeling
ACL 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning
ACL 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning
EMNLP 2023
End-to-End Emotion-Cause Pair Extraction with Graph Convolutional Network
COLING 2020
CAUnLP at NLP4IF 2019 Shared Task: Context-Dependent BERT for Sentence-Level Propaganda Detection
EMNLP 2019
Joint Learning for Emotion Classification and Emotion Cause Detection
EMNLP 2018