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Kentaro Imajo

Preferred Elements, Inc.

Enhancing Financial Domain Adaptation of Language Models via Model Augmentation

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Nov 14, 2024
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PLaMo-100B: A Ground-Up Language Model Designed for Japanese Proficiency

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Oct 10, 2024
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The Construction of Instruction-tuned LLMs for Finance without Instruction Data Using Continual Pretraining and Model Merging

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Sep 30, 2024
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Construction of Domain-specified Japanese Large Language Model for Finance through Continual Pre-training

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Apr 16, 2024
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Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling

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Jul 25, 2023
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Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing Uncertainty

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Nov 02, 2022
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What Data Augmentation Do We Need for Deep-Learning-Based Finance?

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Jun 08, 2021
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Trader-Company Method: A Metaheuristic for Interpretable Stock Price Prediction

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Dec 18, 2020
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Deep Portfolio Optimization via Distributional Prediction of Residual Factors

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Dec 14, 2020
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