February 2025
Intermediate
376 pages
9h 25m
Japanese
Content preview from 仕組みからわかる大規模言語モデル 生成AI時代のソフトウェア開発入門
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3
は女性的な役割を設定すると、ジェンダーニュートラルな役割の時よりもわずかに性能が悪く
なることが有意な差として報告されています。論文ではこのようなジェンダーによるパフォー
マンスの差について、社会的なジェンダーステレオタイプに由来するモデルのバイアスが原因
である可能性が示唆されています。
3.10.3
ペルソナの設定
Jiangらの研究 [Jiang et al. 2024] では、ビッグファイブモデル（Big Five Model）に基づく
性格特性をLLM に設定することで、LLM がその性格特性に合致した言語的特徴を示すように
なり、人間らしい対話が可能になるとしています。
ビッグファイブモデルは、人格心理学において最も広く受け入れられている性格特性の分類
法の一つです。このモデルは、人間の性格を次の五つの特性（特性尺度）に分類します。
外向性（Extraversion）：社交的、活発、積極的、自己主張が強いなどの特徴を示す。
協調性（Agreeableness）：思いやりがある、優しい、協力的、寛容などの特徴を示す。
誠実性（Conscientiousness）：責任感が強い、組織的、勤勉、計画的などの特徴を示す。
神経症傾向（Neuroticism）：不安になりやすい、感情的に不安定、ストレスに弱いなどの
特徴を示す。
開放性（Openness to Experience）：知的好奇心が強い、創造的、想像力が豊か、新しい
経験に開放的などの特徴を示す。
例えば、次のようなプロンプトを使用することで、 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.