NPI publishes "Digital Technology and Economy/Finance Annual Research Report ...Yuichi (祐一) Iwata (岩田)
Launched in FY2020 under the sponsorship of Japan's Ministry of Foreign Affairs, this study group is scheduled to run for three years until FY2022.
The aim of this study group is to analyze and consider the impact of the innovation and expansion of digital and other advanced technologies on the economy, finance, international relations, and international security from a global perspective in terms of both potentials and risks, and then to examine and propose issues and solutions for Japan and a direction that can be presented to the world.
Utilizing a network of experts from industry, academia, and government, we will try to clearly organize specialized concepts such as "big data," "AI," "IoT," "5G," "cyber security," "digital currency," "blockchain," and "FinTech" as implications in the context of international issues, and also pay attention to "values" and "psychology," which are important in implementing technologies.
NPI publishes "Digital Technology and Economy/Finance Annual Research Report ...Yuichi (祐一) Iwata (岩田)
Launched in FY2020 under the sponsorship of Japan's Ministry of Foreign Affairs, this study group is scheduled to run for three years until FY2022.
The aim of this study group is to analyze and consider the impact of the innovation and expansion of digital and other advanced technologies on the economy, finance, international relations, and international security from a global perspective in terms of both potentials and risks, and then to examine and propose issues and solutions for Japan and a direction that can be presented to the world.
Utilizing a network of experts from industry, academia, and government, we will try to clearly organize specialized concepts such as "big data," "AI," "IoT," "5G," "cyber security," "digital currency," "blockchain," and "FinTech" as implications in the context of international issues, and also pay attention to "values" and "psychology," which are important in implementing technologies.
Science and technologies can change the futureKazuaki ODA
Nagoya University Mathematics School, 28th April (Wed), 2021
Lecture series "Science-major Person's Career and Potentials in the Global Technology Era"(No.3)
Science and technologies can change the futureKazuaki ODA
Nagoya University Mathematics School, 28th April (Wed), 2021
Lecture series "Science-major Person's Career and Potentials in the Global Technology Era"(No.3)
日経BP社主催、ソニーモバイル協賛のオンラインイベント"Smartphone and Beyond"(通称SaB)でフィラメントCEOの角勝が登壇・講演した際の資料です。
コロナ禍のほか、国からの通信料値下げ圧力の結果実現した手ローコスト通信プラン、そしてそこから強制解約されるサブスク契約なども含めて業界変化を概観するとともに、海外の潮流も交えて2021年の通信業界を俯瞰するものとなっています。
ReAct: Synergizing Reasoning and Acting in Language Modelsharmonylab
公開URL:https://arxiv.org/abs/2210.03629
出典:Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao : ReAct: Synergizing Reasoning and Acting in Language Models, arXiv: 2210.03629 (2022)
概要:本論文では大規模言語モデルにおいて推論(Reasoning)と行動(Acting)を組合わせるprompt手法であるReActを提案した。知識集約型の推論タスク(QAタスク・事実検証タスク)と意思決定タスク(テキストゲーム、ウェブナビゲーション)でReActの性能を評価した。推論タスクにおいてReActはWikipedia APIとの対話によりChain of ThoughtのHallucinationを軽減し、意思決定タスクにおいては模倣学習や強化学習による手法を上回る性能を示した。
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