Hirano, Masanori

1. Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling
   2023/07/25 by Masanori Hirano, Hirano, Masanori, Kentaro Minami +3 · 2 citations
   Economics, Econometrics and Finance · Decision Sciences · #Market Dynamics and Volatility #Forecasting Techniques and Applications #Stock Market Forecasting Methods
2. Construction of a Japanese Financial Benchmark for Large Language Models
   2024/03/22 by Masanori Hirano, Hirano, Masanori · 2 citations
   Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Financial Distress and Bankruptcy Prediction #Mathematics, Computing, and Information Processing
3. Financial Fine-tuning a Large Time Series Model
   2024/12/13 by Xinghong Fu, Fu, Xinghong, Masanori Hirano +3 · 3 citations
   Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis
4. Evaluating Company-specific Biases in Financial Sentiment Analysis using Large Language Models
   2024/11/01 by Kei Nakagawa, Nakagawa, Kei, Masanori Hirano +3 · 2 citations
   Decision Sciences · #Stock Market Forecasting Methods
5. From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models
   2023/09/07 by Suzuki, Masahiro, Hirano, Masanori, Sakaji, Hiroki · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. llm-japanese-dataset v0: Construction of Japanese Chat Dataset for Large Language Models and its Methodology
   2023/05/22 by Masanori Hirano, Masahiro Suzuki, Hirano, Masanori +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
7. A Judge-free LLM Open-ended Generation Benchmark Based on the Distributional Hypothesis
   2025/02/13 by Kentaro Imajo, Imajo, Kentaro, Masanori Hirano +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
8. PAMS: Platform for Artificial Market Simulations
   2023/09/19 by Hirano, Masanori, Takata, Ryosuke, Izumi, Kiyoshi · 1 citation
   #Artificial Intelligence (cs.AI) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
9. The Construction of Instruction-tuned LLMs for Finance without Instruction Data Using Continual Pretraining and Model Merging
   2024/09/30 by Hirano, Masanori, Imajo, Kentaro · 1 citation
   #Computation and Language (cs.CL) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #General Economics (econ.GN)