Ming-Feng Tsai
13 papers · 2012–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
π§¬
Topic Evolution
π€
Dynamic Duo
(11)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(53)
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(6)
Applications Β· Natural Language Processing
(5)
Core Methods
(5)
Application Areas
(4)
Resources & Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Applications Β· Data Science & Analytics
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Architectures
(1)
Learning Paradigms
(1)
Keywords
sentiment analysis
(3)
risk detection
(2)
domain-specific sentiment
(2)
information retrieval
(2)
domain adaptation
(2)
knowledge extraction
(1)
multi-label classification
(1)
text classification
(1)
named entity recognition
(1)
natural language processing
(1)
data augmentation
(1)
evaluation methodology
(1)
graph representation
(1)
deep learning
(1)
knowledge graph
(1)
machine learning
(1)
node classification
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
graph representation learning
(1)
Papers
ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment
EACL 2026
Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking
ACL 2024
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations
AAAI 2022
HIVE: Hierarchical Information Visualization for Explainability
IJCAI 2021
Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models
COLING 2020
Skewness Ranking Optimization for Personalized Recommendation
UAI 2020
FRIDAYS: A Financial Risk Information Detecting and Analyzing System
AAAI 2019
UGSD: User Generated Sentiment Dictionaries from Online Customer Reviews
AAAI 2019
Proceedings of the First Workshop on Economics and Natural Language Processing
ACL 2018
RiskFinder: A Sentence-level Risk Detector for Financial Reports
NAACL 2018
Financial Keyword Expansion via Continuous Word Vector Representations
EMNLP 2014
Financial Sentiment Analysis for Risk Prediction
IJCNLP 2013
Visualization on Financial Terms via Risk Ranking from Financial Reports
COLING 2012