Junwen Duan
18 papers · 2014–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (56) π Interdisciplinary Bridge π Conference Polyglot (8)
π
Academic Marathon
(11)
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Cross-Pollinator
(11)
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Renaissance Researcher
(10)
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Century Club
(18)
ποΈ
Keyword Collector
(98)
Conferences
EMNLP (6)
COLING (4)
ACL (2)
NAACL (2)
AAAI (1)
IJCAI (1)
IJCNLP (1)
INTERSPEECH (1)
Top co-authors
Research topics
Keywords
sentiment analysis
(3)
knowledge graph
(3)
representation learning
(3)
commonsense knowledge
(2)
attention mechanism
(2)
contrastive learning
(2)
event representation learning
(2)
event representation
(2)
script event prediction
(2)
stock market prediction
(2)
speech analysis
(2)
event embedding
(2)
large language model
(2)
data augmentation
(1)
knowledge distillation
(1)
multi-task learning
(1)
embedding learning
(1)
link prediction
(1)
visual similarity
(1)
text representation
(1)
Papers
RUIE: Retrieval-based Unified Information Extraction using Large Language Model
COLING 2025
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs
COLING 2025
Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models
NAACL 2025
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration
EMNLP 2025
Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization
AAAI 2024
Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering
ACL 2024
MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction
EMNLP 2024
Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection
INTERSPEECH 2024
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information
EMNLP 2023
CDA: A Contrastive Data Augmentation Method for Alzheimerβs Disease Detection
ACL 2023
WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check
EMNLP 2022
Event Representation Learning Enhanced with External Commonsense Knowledge
EMNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge
IJCNLP 2019
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction
COLING 2018
Learning Sentence Representations over Tree Structures for Target-Dependent Classification
NAACL 2018
Knowledge-Driven Event Embedding for Stock Prediction
COLING 2016
Deep Learning for Event-Driven Stock Prediction
IJCAI 2015
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation
EMNLP 2014