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借鉴多邻国？曝谷歌翻译将推出“连续打卡天数”小组件
谷歌翻译将上线连续打卡小组件，模仿多邻国激励日常语言练习，让学习更有动力。
IT之家 6 月 29 日消息，据科技媒体 Android Authority 今天报道，谷歌翻译近年来正逐渐从一款翻译工具，跨界成为语言学习工具。例如谷歌去年推出的“练习”模式可以模拟真实对话，帮助用户提升口语、听力。 IT之家在此援引 Android Authority，谷歌翻译练习模式拥有“连…
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VideoLatent: Video-Language Learning via Latent Self-Forcing
新方法「潜在自强制」提升视频语言学习效率，无需逐帧解码即可对齐语义。
arXiv:2606.22870v1 Announce Type: cross Abstract: Recent advancements in chain-of-thought (CoT) reasoning have shown promise in enhancing video unders…
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Show HN: Chatty Lingo – A language practicing app
用AI教练陪你练习真实场景口语，支持多语言，24/7耐心陪练，还能与母语者聊天。
Hey all, I've built a web app for practicing spoken conversations in a language you're learning. It was driven by my own needs when I learn Korean. Th…
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Best LLM Models for Conversational AI in Language Learning
用大模型打造语言学习对话伙伴，实战代码与模型选择指南
We are going to build a conversational language tutor that corrects mistakes in real time, adapts its complexity to your proficiency, and maintains co…
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How Preply combines AI and human tutors to personalize learning
Preply巧用OpenAI，将AI与真人导师结合，打造个性化语言学习体验。
Preply uses OpenAI to launch AI-generated lesson summaries, providing personalised feedback and language learning exercises.
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CakewordAI
手指一戳，万物皆可学：指哪学哪的多语言AI学习神器，让语言学习变成游戏。
Point at anything to learn its name in any language Discussion | Link
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Why AI conversation mode beats vocabulary lists
颠覆传统背单词，AI对话模式用可理解输入让语言习得更高效。
Article URL: https://manateavagner.com/news/translate-conversation-mode-language-learning Comments URL: https://news.ycombinator.com/item?id=48487243 …
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Ask HN: Any good language learning apps/sites that don't use LLMs/GenAI?
寻找不使用AI的语言学习应用？HN社区有真实推荐，避开GenAI的纯净学习工具。
I'm looking to learn a language interactively with an app/program/website, but a lot of the "household names" I know from the past seem to use AI now,…
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Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective
从形式语言学习视角，剖析微调与上下文学习的根本差异，ACL 2026 重磅论文。
arXiv:2604.23267v2 Announce Type: replace-cross Abstract: Large language models (LLMs) operate in two fundamental learning modes - fine-tuning (FT) an…
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Learning to communicate
智能体自主演化出语言能力，OpenAI最新研究揭示通信的诞生过程。
In this post we’ll outline new OpenAI research in which agents develop their own language.
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Speak is personalizing language learning with AI
了解Speak如何用AI实现个性化语言学习，CEO亲述背后的技术理念与用户洞察。
A conversation with Connor Zwick, CEO & Co-founder of Speak.
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Inside Praktika's conversational approach to language learning
Praktika如何用GPT-4.1和GPT-5.2打造自适应AI导师，实现个性化语言学习与进度追踪。
How Praktika uses GPT-4.1 and GPT-5.2 to build adaptive AI tutors that personalize lessons, track progress, and help learners achieve real-world langu…