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Better Alignment with Instruction Back-and-Forth Translation
We propose a new method, instruction back-and-forth translation, to construct high-quality synthetic data grounded in world knowledge for aligning large language models (LLMs). Given documents from a web corpus, we generate and curate synthetic instructions using the backtranslation approach proposed by Li et al.(2023a), and rewrite the responses to improve their quality further based on the ...
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Instruction Translation: Boost Global Accuracy And Compliance
Accurate instruction translation is essential for companies that operate across borders, manufacture complex products, or deliver services in multiple languages. Instruction documents—such as user manuals, safety guidelines, installation guides, and standard operating procedures—are not just supportive content; they’re legally and operationally vital.
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Google Translate
Google's service, offered free of charge, instantly translates words, phrases, and web pages between English and over 100 other languages.
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[2308.06259] Self-Alignment with Instruction Backtranslation - arXiv.org
We present a scalable method to build a high quality instruction following language model by automatically labelling human-written text with corresponding instructions. Our approach, named instruction backtranslation, starts with a language model finetuned on a small amount of seed data, and a given web corpus. The seed model is used to construct training examples by generating instruction ...
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INSTRUCTION | English meaning - Cambridge Dictionary
INSTRUCTION definition: 1. something that someone tells you to do: 2. advice and information about how to do or use…. Learn more.
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Meta论文:Self Alignment with Instruction Backtranslation
摘要. 提出一种高效地创建高质量的指令数据的方法,即 指令回传 (instruction backtranslation),参考了 机器翻译 中 回译 (backtranslation)的方式。. 基本介绍. 两个关键假设: A first key assumption is that there exists some subset of this very large human-written text that would be suitable as gold generations for some user instructions.
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KIT's Offline Speech Translation and Instruction Following Submission ...
The scope of the International Workshop on Spoken Language Translation (IWSLT) has recently broadened beyond traditional Speech Translation (ST) to encompass a wider array of tasks, including Speech Question Answering and Summarization. This shift is partly driven by the growing capabilities of modern systems, particularly with the success of Large Language Models (LLMs). In this paper, we ...
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instruction - Traduction anglaise – Linguee
De très nombreux exemples de phrases traduites contenant "instruction" – Dictionnaire anglais-français et moteur de recherche de traductions anglaises. instruction - Traduction anglaise – Linguee
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instruction - LEO: Übersetzung im Englisch ⇔ Deutsch Wörterbuch
Lernen Sie die Übersetzung für 'instruction' in LEOs Englisch ⇔ Deutsch Wörterbuch. Mit Flexionstabellen der verschiedenen Fälle und Zeiten Aussprache und relevante Diskussionen Kostenloser Vokabeltrainer
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On Instruction-Finetuning Neural Machine Translation Models
Our instruction-finetuning recipe for NMT models enables customization of translations for a limited but disparate set of translation-specific tasks.We show that NMT models are capable of following multiple instructions simultaneously and demonstrate capabilities of zero-shot composition of instructions.We also show that through instruction ...