Generate Text Skip-grams
List k-skip-n-grams that allow gaps between tokens. Runs entirely in your browser, so your data never leaves your device.
0 chars · 0 lines
Output
The result appears here as you type.
How to use Generate Text Skip-grams
- 1. Paste the source text. Paste or type the passage into the input pane. Generate Text Skip-grams reads it and prepares to build token sequences that allow gaps between the words or characters.
- 2. Set N, Max skip and Tokens. Enter the gram size in N, the largest allowed gap in Max skip, and pick Words or Characters. A Max skip of 1 lets one token be skipped between each pair collected.
- 3. Copy the skip-gram list. Click copy on the output pane and use the gapped sequences for a word-embedding experiment, a co-occurrence study or any analysis that needs non-adjacent token relationships.
When to use Generate Text Skip-grams
Generate Text Skip-grams produces k-skip-n-grams, sequences of tokens that don't have to be strictly adjacent, allowing a chosen number of gaps between them. It captures relationships between words or characters that a plain n-gram would miss entirely.
- Building training pairs for a word embedding model. Word embedding techniques like the skip-gram variant of word2vec train on gapped word pairs rather than only adjacent ones. Generating those pairs here mirrors the training data such a model expects.
- Studying long-range word co-occurrence. Researchers studying how often two words appear near each other, even with a word or two between them, can set Max skip above zero to capture that looser relationship.
- Testing gapped pattern matches for search. A search feature that should match phrases with a word inserted, like quick fox versus quick brown fox, can be prototyped by generating skip-grams and checking which patterns overlap.
Examples
1-skip bigrams
Input
the quick brown
Output
the quick the brown quick brown
About the Generate Text Skip-grams tool
Generate Text Skip-grams is a free online tool that works entirely inside your web browser. List k-skip-n-grams that allow gaps between tokens. Because the processing happens on your own device, nothing you enter is uploaded, logged or stored anywhere.
This page is one of 211 Text utilities on EditSafely. Each one does a single job well, and all of them follow the same rule: your input stays on your machine.
You can shape the output with 3 settings, including N (gram size), Max skip and Tokens, and the result refreshes the moment you change one. A worked example further down the page shows exactly what the tool produces for a real input.
Because nothing leaves your device, the tool is suitable for sensitive content such as internal documents, credentials or customer data. It also responds instantly, since every keystroke is handled on your own machine rather than by a remote API.
Frequently asked questions
Is Generate Text Skip-grams free to use?
Yes, it is completely free. All 2,658 tools on EditSafely work without an account, a subscription or usage limits.
Is it safe to paste sensitive or confidential data?
Everything happens locally. Your browser downloads the tool's code once, then does all the processing itself; nothing you enter is transmitted, stored or logged. You can even go offline after the page loads and it will still work.
How much text can I process at once?
There is no fixed limit. Because the work happens on your own device rather than on a shared server, the practical ceiling is your machine's memory, which comfortably handles inputs far larger than typical online tools allow.
Do I need to sign up or install anything?
No. The tool works in any modern browser on desktop, tablet or phone. There is no account to create, no extension to add and no software to install.
How do I use the result?
The output panel has a one-click copy button, and you can keep refining the input while you work; the result updates in place as you type.