Constructing and analyzing domain-specific language model for financial text mining M Suzuki, H Sakaji, M Hirano, K Izumi Information Processing & Management 60 (2), 103194, 2023 | 35 | 2023 |
Forecasting net income estimate and stock price using text mining from economic reports M Suzuki, H Sakaji, K Izumi, H Matsushima, Y Ishikawa Information 11 (6), 292, 2020 | 22 | 2020 |
From base to conversational: Japanese instruction dataset and tuning large language models M Suzuki, M Hirano, H Sakaji 2023 IEEE International Conference on Big Data (BigData), 5684-5693, 2023 | 9 | 2023 |
Market trend analysis using polarity index generated from analyst reports R Taguchi, H Watanabe, M Hirano, M Suzuki, H Sakaji, K Izumi, ... 2021 IEEE International Conference on Big Data (Big Data), 3486-3494, 2021 | 7 | 2021 |
金融文書を用いた事前学習言語モデルの構築と検証 鈴木雅弘, 坂地泰紀, 平野正徳, 和泉潔 人工知能学会第二種研究会資料 2021 (FIN-027), 05, 2021 | 7 | 2021 |
Jmedlora: Medical domain adaptation on japanese large language models using instruction-tuning I Sukeda, M Suzuki, H Sakaji, S Kodera arXiv preprint arXiv:2310.10083, 2023 | 6* | 2023 |
llm-japanese-dataset v0: Construction of Japanese Chat Dataset for Large Language Models and its Methodology M Hirano, M Suzuki, H Sakaji International Conference on Network-Based Information Systems, 442-454, 2023 | 5 | 2023 |
Forecasting Stock Price Trends by Analyzing Economic Reports with Analyst Profiles M Suzuki, H Sakaji, K Izumi, Y Ishikawa Frontiers in Artificial Intelligence, 89, 2022 | 5 | 2022 |
事前学習と追加事前学習による金融言語モデルの構築と検証 鈴木雅弘, 坂地泰紀, 平野正徳, 和泉潔 人工知能学会第二種研究会資料 2022 (FIN-028), 132, 2022 | 5* | 2022 |
テキストマイニングによるアナリストレポートを用いた株価動向予測 鈴木雅弘, 堅木聖也, 坂地泰紀, 和泉潔, 石川康 言語処理学会第 26 回年次大会発表論文集, 307-310, 2020 | 2 | 2020 |
Stock price analysis using combination of analyst reports and several documents M Suzuki, T Katagi, H Sakaji, K Izumi, Y Ishikawa 2019 International Conference on Data Mining Workshops (ICDMW), 30-36, 2019 | 2 | 2019 |
FinDeBERTaV2: 単語分割フリーな金融事前学習言語モデル 鈴木雅弘, 坂地泰紀, 平野正徳, 和泉潔 人工知能学会論文誌 39 (4), FIN23-G_1-14, 2024 | 1 | 2024 |
Gradual further pre-training architecture for economics/finance domain adaptation of language model H Sakaji, M Suzuki, K Izumi, H Mitsugi 2022 IEEE International Conference on Big Data (Big Data), 2352-2355, 2022 | 1 | 2022 |
金融文書を用いた追加事前学習言語モデルの構築と検証 鈴木雅弘, 坂地泰紀, 和泉潔, 石川康 言語処理学会 第 28 回年次大会 (NLP2022), 588-592, 2022 | 1 | 2022 |
アナリストレポートから生成した極性指標を用いた市場動向分析 田口怜, 渡邊光, 平野正徳, 鈴木雅弘, 坂地泰紀, 和泉潔, 平松賢士 人工知能学会第二種研究会資料 2021 (FIN-027), 36, 2021 | 1 | 2021 |
Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models M Wang, M Suzuki, H Sakaji, K Izumi arXiv preprint arXiv:2408.12326, 2024 | | 2024 |
Economy Watchers Survey provides Datasets and Tasks for Japanese Financial Domain M Suzuki, H Sakaji arXiv preprint arXiv:2407.14727, 2024 | | 2024 |
JaFIn: Japanese Financial Instruction Dataset K Tanabe, M Suzuki, H Sakaji, I Noda arXiv preprint arXiv:2404.09260, 2024 | | 2024 |
Development and analysis of medical instruction-tuning for Japanese large language models I Sukeda, M Suzuki, H Sakaji, S Kodera Artificial Intelligence in Health 1 (2), 107-116, 2024 | | 2024 |
JMedLoRA: Instruction-tuning による日本語大規模モデルの医療ドメイン適用 助田一晟, 鈴木雅弘, 坂地泰紀, 小寺聡 言語処理学会第 30 回年次大会, 2548-2553, 2024 | | 2024 |