HiWord Reading Lesson

A Scalable Approach to Multi-Modal Self-Supervised Training

把真实英文变成可学习的精读。 这篇分享来自 HiWord:点词查义、听读、跟读和复习都已经在同一条阅读路径里。

🗓 2026年5月17日· 📚 精选词库 · 👀 8
读懂点击高亮词,直接看中文释义。
听熟朗读全文,切到双语时逐句对照。
练出来把材料带进跟读和复习。
用 HiWord 学这篇

They use self-supervised learning, so you don't need any other models to train it.

We combine representation learning and generation in the same process.

When you usually train, you often have some noise or random noise.

We actually add two different kinds of noise that are both random but different from each other.

The student model is always getting the images for most languages.

The teacher model always gets the little noises in the system.

The student is trying to minimize the loss for generation and the loss in representation.

With this approach, you only have one model, and you don't need anything external.

We believe this is where the future is heading.

HiWord 读法 · 先读原文,再点词确认含义;需要时打开双语和朗读。真正难的词,留到 HiWord 里用跟读、对话和复习继续练。
HiWord.AI · 把网页、文章、截图和录音变成可以点词、朗读、跟读和复习的英文材料。 用 HiWord 学这篇 →