Features

Everything Lunaread can do

Built around the way researchers actually read.

Explanation · Text

Understand complex ideas with AI explanations

AI breaks hard sentences and formulas into clear, simple explanations, walking you through the concepts and context step by step.

HOWSelect text and click Explain on the selection toolbar.

“We scale the dot products by 1/√dₖ to counteract small gradients in the softmax.”

Explanation
Large dot products push softmax into flat regions where gradients vanish. Dividing by √dₖ keeps scores in a healthy range.

Explanation · Image

Let AI explain charts and formulas too

Tables, figures and equations are no problem. Select the area and AI explains it in detail.

HOWTurn on Image Explanation in the top bar, or Cmd/Ctrl + drag over the area.
Image Explanation
The blue line (ours) stays below the baseline at every training step: lower loss, reached sooner.

Auto Highlight

See the key points of the paper automatically

AI highlights the main innovations, methods and results in three colors, so complex content stays easy to follow.

HOWClick Auto Highlight in the top bar.
noveltymethodresult

Translation

Quickly understand tough papers with translation

Translate just the part you need, a page, or the whole paper, and read it paragraph by paragraph next to the original.

HOWClick Translate on the selection toolbar, or open the Translate Page tab.

EN

The Transformer relies entirely on attention, dispensing with recurrence.

KO

트랜스포머는 순환 구조 없이 전적으로 어텐션에 의존합니다.

Chat

Ask AI when you're curious

Chat about the paper for summaries, concept explanations or quick answers, and add other papers as references.

HOWType in “Ask me anything.” at the bottom of the AI panel.
How is this different from an RNN?
RNNs read tokens one after another. The Transformer looks at all tokens at once through self-attention, so it trains in parallel and links distant words directly.
Why multiple heads?Main limitations?

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