Shimei Pan
15 papers · 2000–2025 · 6 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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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
ποΈ
Keyword Collector
(54)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(5)
Natural Language Processing
(5)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Data Science & Analytics
(3)
Interdisciplinary
(3)
Applications Β· Data Science & Analytics
(3)
Applications Β· Natural Language Processing
(3)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Architectures
(2)
Keywords
word embedding
(3)
bias mitigation
(2)
unsupervised learning
(2)
semi-supervised learning
(2)
text classification
(2)
user embedding
(2)
sequence labeling
(1)
information extraction
(1)
ensemble learning
(1)
social media analysis
(1)
preference learning
(1)
named entity recognition
(1)
unsupervised feature learning
(1)
feature embedding
(1)
domain adaptation
(1)
multi-view learning
(1)
predictive modeling
(1)
open information extraction
(1)
low-dimensional embedding
(1)
semantic representation
(1)
Papers
fairGNN-WOD: Fair Graph Learning Without Complete Demographics
IJCAI 2025
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models
ACL 2025
Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract)
AAAI 2023
Incorporating medical knowledge in BERT for clinical relation extraction
EMNLP 2021
Incorporating Extra Knowledge to Enhance Word Embedding
IJCAI 2020
Predicting Malware Attributes from Cybersecurity Texts
NAACL 2019
Social Media-based User Embedding: A Literature Review
IJCAI 2019
Supervising Unsupervised Open Information Extraction Models
EMNLP 2019
UMBC at SemEval-2018 Task 8: Understanding Text about Malware
SemEval 2018
Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction
EMNLP 2017
Improving Topic Model Stability for Effective Document Exploration
IJCAI 2016
Personalized Emphasis Framing for Persuasive Message Generation
EMNLP 2016
Using Personal Traits For Brand Preference Prediction
EMNLP 2015
Instance-based Sentence Boundary Determination by Optimization for Natural Language Generation
ACL 2005
Modeling Local Context for Pitch Accent Prediction
ACL 2000