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應用AI，英語教學超省力 (新泰)

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學生完成一篇關於AI在雙語教育中應用的小論文或報告，使用在課堂中所學到的工具進行。

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學生分享他們對於使用AI進行雙語學習的看法，總結學到的知識點。

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教師在學生練習過程中進行觀察，並給予即時反饋。

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什麼是AI，它如何能幫助我們在雙語學習中？

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What Is AI? | Artificial Intelligence | What is Artificial Intelligence? | AI In 5 Mins |Simplilearn

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學生將能夠使用AI輔助雙語學習，使學習過程更為高效。同時，教師將能夠運用AI工具設計更具互動性的課程。

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每位學生寫下他們今天學到的三點內容，並將其貼在Padlet上。

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Free printable exit ticket templates you can customize | Canva

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Get your students’ thoughts about the day’s lesson using free, editable exit ticket templates that can be customized online.

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學生完成一個小測驗，測試他們使用AI工具進行翻譯的準確性和效率。

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5 Questions

Study Notes

Machine Translation Systems

The core part of machine translation systems is the sequence-to-sequence model, which takes in input and generates output in another language.

Types of Translation

Machine translation systems can handle other types of translation apart from natural language translation, including speech-to-text, text-to-speech, and image-to-text.

Sequence-to-Sequence Tasks

The most popular sequence-to-sequence task mentioned is neural machine translation, which uses neural networks to learn the mapping between input and output languages.

Commercial Systems

Google Translate and DeepL are commercial systems mentioned as surprisingly good at machine translation.

Definition of Machine Translation

From now on, 'machine translation' refers to the use of computer software to translate text or speech from one language to another.

Test your knowledge of machine translation with this quiz! Learn about the core components and techniques used in popular machine translation systems, such as Google Translate, Yandex Translate, DeepL Translator, and Bing Microsoft Translator.

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Bing Translation Quiz: Test Your Google Translate Skills

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Take our machine translation quiz to evaluate your Google Translate skills and learn how to improve your language translation abilities.

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教師將展示如何使用一個AI工具（例如Google翻譯）來輔助雙語教學，並解釋TPACK框架的基本概念。

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TPACK: Technological Pedagogical Content Knowledge Framework - Educational Technology

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What is TPACK? Technology has become an increasingly important part of students’ lives beyond school, and even within the classroom it can also help

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教師檢查學生的翻譯項目，評估他們的理解和運用情況。

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學生分組討論AI在日常生活中的應用，以及它如何幫助語言學習。

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學生使用各自的平板電腦，嘗試用AI工具做翻譯練習，並在Padlet上分享他們的翻譯結果。

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A few decades ago, the term "translator" was exclusively linked with human professionals. However, the introduction of computers marked the beginning of machine translations - reshaping industries and redefining the boundaries of what's possible in our increasingly interconnected world.

Recently, the translation industry has been experiencing a significant breakthrough with the advent of AI-powered translation.

In this article, we share the best 7 AI translation software that can take your content global today.

Getting Started With The Basics: What's AI Translation?

AI translation refers to machine translation powered by artificial intelligence. It utilizes deep learning algorithms to analyze large volumes of data and generate highly accurate translations.

Unlike traditional translation systems, which rely heavily on predefined translation rules, AI translation models continuously improve through neural networks. As they process more data, their translations become more accurate.

How Can AI Translation Software Benefit Your Business?

Here are some of the top ways you can benefit from AI-powered translation tools:

1. Efficiency

As a result, your team can focus on strategic tasks instead of spending their valuable time manually translating content. In fact, companies that leverage AI to streamline localization workflows witness up to 50% faster go-to-market.

2. Cost-Effectiveness

Compared to human translation services, AI offers a scalable and budget-friendly solution, especially for startups and growing businesses.

AI translation tools significantly reduce costs with human-quality context-aware translations tailored to your unique voice - just with a click and no extensive manual effort. So, you can allocate your resources to other areas of growth and development.

3. Global Reach

Communicating in the local language is essential if you want to expand your reach into untapped foreign markets.

AI translation software allows you to engage with users in their native language, breaking down language barriers and building trust. Result? Increased conversions and, in turn, your revenue potential.

WishTrip, a leading platform for managing tourism experiences, used Transifex to implement continuous localization workflows.

After successfully introducing 14 new languages within a year, the team observed the following returns on their localization investment:

The lead conversion rate from the new localized content increased by 30%

The total number of users increased by 30%

International users increased by 30%

4. Accuracy at Scale

AI translation engines leverage advanced machine learning algorithms to continuously learn and improve over time. This iterative learning process enables AI to provide increasingly accurate translations, even for complex texts and industry-specific terminology.

5. Higher ROI

Localization efforts have been linked to improved conversion rates, with some businesses experiencing increases of up to 70% when they present their products or services in the customer's native language.

Choosing The Right AI Translation Tool

With so many AI translation tools in the market, finding the right one for your business can be complicated. To simplify this decision-making process, consider the following factors:

Accuracy - Check sample translations to assess the precision of your language pair. Prioritize tools that maintain context and your brand's voice.

Language Support - Ensure the tool supports all the languages relevant to your target markets and audiences.

Integration - Look for translation tools that integrate with your CMS, marketing automation, and other business tools.

Customization - Check if the AI tool can customize translations by considering glossaries, style guides, and other context-specific information.

Security - Translation involves proprietary data, so verify the security standards like encryption.

Pricing - Compare pricing models to find one that is cost-effective for your use case and fits your budget.

Scalability - Determine if the tool can scale to handle your full translation volume seamlessly. A good idea is to opt for flexible plans that adapt to your content volume and budget.

7 Best AI Tools for Fast & Accurate Translations

Avoid the overwhelming task of sifting through countless AI translation tools. To simplify your search, we have curated a list of some of the best AI translation software available. So, let's dive right in.

Transifex isn't a simple translation tool; it's an end-to-end AI-driven hub designed to optimize your entire localization process.

The software comes with a powerful Translation Management System (TMS) that serves Over-the-Air (OTA) translations with dynamic content changes, eliminating manual work.

Its latest AI features take content translation to the next level by leveraging the power of advanced Machine Learning algorithms combined with relevant context.

Transifex supports over 450 languages and 40+ integrations and is packed with many other powerful features that will lift your content over the language barrier.

Let's look at some of them.

Key Features

Centralized Localization Hub: Transifex serves as a localization hub designed to simplify the whole process for all collaborators. It facilitates users to interact with dynamically translated content and empowers your teams with tools for every stage of localization.

Real-Time Localization: The AI engine delivers personalized, localized content in real-time. You can receive and deploy translated content as soon as it is produced.

SEO Optimization: The tool allows you to increase organic traffic by integrating SEO-optimized translations into your localization process.

Retain Context: Transifex AI provides context-based translations that capture your brand's unique voice and style. This ensures your content isn't simply translated but also resonates with your target market's cultural nuances.

Enhance UI/UX: Whether it's a website or mobile app, Transifex's AI ensures that your translated content fits any UI design seamlessly.

Data Security: Prioritizing user confidentiality, Transifex maintains the highest security standards to protect sensitive information.​​​​

Today, Transifex is used by global companies, including HubSpot, Vodafone, and Deezer, as their primary localization solution. And if you want to try out the tool, here's the good news: Transifex AI is currently free for all Transifex users, with translations available for up to 20K characters per month.

Google Translate is a free machine translation service by Google, supporting 133 languages. It uses Google's AI capabilities to translate text, voice, images, and web pages.

This tool works best when your translatable sentences are simple; however, its reliability can vary depending on the complexity of the chosen language and context.

Key Features

Free & Accessible: Translation in over 130 languages is available for free, making it readily available to individuals and small businesses.

Offline Mode: You can access basic translation functionality without an internet connection, ideal for on-the-go situations.

Simple Interface: User-friendly design makes it easy to translate quickly, even for non-technical users.

Voice & Image Translation: The tool allows you to translate conversations in real-time and text from images, making it convenient for everyday use.

While Google Translate offers convenience, it lacks customizable features. It may also produce inconsistent results with rare language pairs, posing potential user concerns.

DeepL is a cutting-edge neural machine translation service with support of over 31 languages, including Greek, Spanish, French, and Chinese.

The software's advanced neural networks capture diverse linguistic nuances and provide real-time translations that sound human.

With custom glossaries and state-of-the-art encryption, this AI translation tool empowers you to translate with maximum personalization and security.

Key Features

Unlimited Text Translation: The tool allows you to translate as much text as needed without restrictions.

Multiple File Formats: You can translate different files, including text, Word, PDF, PowerPoint, and HTML while maintaining the original document formatting.

Tone Selection: DeepL enables you to use appropriate tone during different case scenarios.

Integrations: You can access DeepL through the API, Chrome and Edge browser extensions, desktop and mobile apps, and the web translator.

Microsoft's AI Translator is a cloud-based neural machine translation service that translates text and documents with a simple REST API call. The translator automatically detects your source language so you can translate it into multiple languages with a single request.

It also comes with a Custom Translator interface that allows you to use your translation history to create customized neural translation systems.

Key Features

Multilingual Support: With the support of over 100 languages, the AI software lets you translate large volumes of text almost instantly.

Customizable: You can upload custom glossaries to ensure that specific words and phrases translate the way you want or use Custom Translator.

Integration: Microsoft Translate's open cloud API can be integrated into any platform. It works smoothly across different devices and operating systems.

Security: Customer data submitted for translation is not recorded in any Microsoft data center for security purposes.

The tool also provides on-premise solutions for highly secured projects. However, one area where the app falls short is capturing the context and cultural nuances necessary for effective localization.

KantanAI is an advanced tool that uses advanced neural machine translation technologies to accelerate translation delivery.

By combining human expertise with the power of artificial intelligence, KantanAI allows you to engage with global users faster and better.

Key Features

Language Support: The KantanAI tool currently supports 53 languages, including but not limited to English, Spanish, French, and Chinese.

Custom Solutions: Your team can simply log in and start building customized machine translation solutions immediately on the platform.

Ease of Use: The user-friendly interface ensures your team does not need extensive technical skills to use this AI translation tool.

Scalability: The tool comes with auto-scaling cloud deployment that addresses your growing needs.

Developed by Amazon Web Services (AWS), this tool utilizes advanced machine learning algorithms to provide fast and accurate translations.

Along with your original content, Amazon's AI tool lets you automatically translate high volumes of user-generated content, such as social media posts and comments, in real-time.

Key Features

Batch Content: Amazon Translate allows you to batch real-time translatable content in your apps with a single API call.

Customization: You can customize your ML-translated output to align with your unique brand voice.

Cross-lingual Communication: The tool allows you to communicate with your customers across multiple languages using real-time translation within chat, email, and ticketing apps.

Analyze Sentiments: Leverage the Natural Language Processing (NLP) feature to analyze multilingual texts and understand sentiments towards your brand.

The last tool on our list is BeLazy - an AI translation tool designed to optimize the localization process for businesses and translation agencies.

Whether it's your clients' Translation Management System (TMS) or your Business Management System (BMS), you can easily integrate this tool to automate your existing workflows.

Key Features

Efficient Project Management: With features like task assignment, progress tracking, and deadline management, BeLazy simplifies project coordination.

Collaborative Translation: BeLazy offers a collaborative environment where translators, reviewers, and project managers can collaborate seamlessly in real time.

Quality Assurance Tools: BeLazy includes built-in quality assurance tools to ensure the accuracy and consistency of translations.

Wrapping Up

The growing need for multilingual content makes AI translation tools invaluable if you're looking to expand globally.

These tools empower you to easily localize websites, apps, support documentation, and marketing content. And when carefully chosen, it can be a smart investment for companies of all sizes.

The 7 translation tools discussed here highlight the capabilities of modern AI technology. While some specialize in usability, others in accuracy or customization, they all utilize advanced algorithms to automate translations. To find your ideal localization solution from our list, carefully search and compare tools based on your unique needs.

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Top AI Translation Tools: Your Key to Effortless Translation

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Looking for the best AI translation tools to reach new markets? Check out our tried-and-tested list of the top 7 AI translation software.

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學生獨立進行一個簡短的翻譯項目，將英文文章翻譯成中文，並反之亦然。

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