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Forschungsbericht_2024.pdf
Forschungsbericht
Institut für Kognitive Linguistik · 2024
Zusammenfassung

Diese Studie untersucht die Auswirkungen von Sprachmodellen auf die moderne Übersetzungstechnologie. Die Ergebnisse zeigen erhebliche Verbesserungen bei der Genauigkeit von Fachtexten.

Einleitung

Maschinelle Übersetzung hat in den letzten Jahren durch Transformer-Modelle eine Renaissance erlebt. Aktuelle Systeme übertreffen menschliche Übersetzer in bestimmten Domänen bereits deutlich.

Methodik

Zur Bewertung wurden vier verschiedene Sprachmodelle getestet: GPT-4, Claude, Gemini und ein spezialisiertes Fachübersetzungssystem.

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zh.wikipedia.org/wiki/人工智能
人工智能

人工智能

来自维基百科,自由的百科全书

人工智能(英语:Artificial Intelligence,缩写:AI)是计算机科学的一个分支,致力于研究和开发能够执行通常需要人类智慧的任务的系统,包括视觉感知、语音识别、决策制定和语言翻译。

近年来,大型语言模型的发展使机器翻译质量大幅提升。研究人员发现这些模型能够更好地理解文化背景和语言细微差别。

翻译技术

神经机器翻译利用深度学习技术,通过分析大量双语文本来学习语言之间的对应关系,从而产生更自然流畅的翻译结果。

神经网络示意图
restaurant_menu.jpg
오늘의 메뉴
Today's Menu
된장찌개₩12,000
비빔밥₩10,000
불고기₩15,000
김치찌개₩11,000
삼겹살₩18,000
서울 강남구 · 02-1234-5678
Forschungsbericht_2024.pdf
Research Report
Institute for Cognitive Linguistics · 2024
Abstract

This study examines the impact of language models on modern translation technology. The results show significant improvements in the accuracy of specialized texts.

Introduction

Machine translation has experienced a renaissance in recent years thanks to transformer models. Current systems already surpass human translators in certain domains.

Methodology

Four different language models were tested: GPT-4, Claude, Gemini, and a specialized technical translation system. Texts were drawn from medicine, law, and technology.

— Page 1 of 24 —
zh.wikipedia.org/wiki/人工智能
Artificial Intelligence

Artificial Intelligence

From Wikipedia, the free encyclopedia

Artificial intelligence (AI) is a branch of computer science focused on building systems that perform tasks normally requiring human intelligence — including visual perception, speech recognition, and language translation.

In recent years, large language models have dramatically improved machine translation quality. Researchers found these models better understand cultural context and linguistic nuance.

Translation Technology

Neural machine translation uses deep learning to learn correspondences between languages by analyzing large volumes of bilingual text, producing more fluent and natural translations.

img
Neural network diagram
restaurant_menu.jpg
Today's Menu
오늘의 메뉴
Soybean Paste Stew₩12,000
Bibimbap (Mixed Rice)₩10,000
Bulgogi (Grilled Beef)₩15,000
Kimchi Stew₩11,000
Pork Belly BBQ₩18,000
Gangnam-gu, Seoul · 02-1234-5678
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