Kiyoshi Izumi
5 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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The Questioner
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Data Science & Analytics
(2)
Deep Learning
(2)
Core Methods
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Learning Types
(1)
Methods
(1)
Techniques
(1)
Keywords
neural network architecture
(1)
sentiment analysis
(1)
prompt engineering
(1)
conditional generation
(1)
financial analysis
(1)
synthetic data generation
(1)
time series
(1)
time series forecasting
(1)
human decision-making
(1)
generative model
(1)
diffusion model
(1)
interpretable neural network
(1)
text evaluation
(1)
financial forecasting
(1)
stock prediction
(1)
large language model
(1)
word-level analysis
(1)
neural network
(1)
contextual sentiment
(1)
lexical initialization
(1)
Papers
Can GPT-4 Sway Experts’ Investment Decisions?
NAACL 2025
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation
IJCAI 2025
Earnings2Insights: Analyst Report Generation for Investment Guidance
EMNLP 2025
LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction
ACL 2024
Word-Level Contextual Sentiment Analysis with Interpretability
AAAI 2020