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Checking Arabic handwriting one word at a time

On 27 October 2026, Dactelo added word suggestions to its review tool. A reader can choose a suggested word or type a correction while checking the scanned line.

Milestone: Published:

By the Dactelo team at Taktek.

Start with the line in front of you

A handwritten court ruling can be readable in one place and unclear in the next. Replacing a whole machine draft makes the reader retype words that already match the image. Word suggestions give that reader a smaller decision to make. They can inspect the disputed word, compare the available readings and keep the parts they can verify.

The change added alternatives at word level and queues for reviewing lines. The aim is to make the correction task easier to follow. We have not measured a reduction in review time, and this milestone does not establish that more people completed reviews. It records a working part of the tool.

A suggestion still needs evidence

The scan decides what belongs in the transcription. A familiar legal phrase can make a suggestion look convincing even when the pen marks support something else. A reader should compare the letters and their position in the line before accepting the word. Agreement between machine readers can help direct attention, but it cannot settle the reading.

That matters most around names, dates, amounts, article numbers and negation. One small change can alter the meaning of the sentence. If none of the suggestions matches the image, the reader needs to enter the visible text or preserve the uncertainty. Choosing the closest fluent sentence would conceal the problem from the next reviewer.

Use the suggestions with the guidelines

Dactelo starts with Lebanese legal handwriting as part of its work on Arabic handwriting recognition. The useful contribution is a reading that another person can check against the same image. Preserve the source wording, including spelling that differs from current usage. Editing the sentence into modern prose would change the material we are trying to read.

The word-suggestion work was completed on 27 October. The public contribution service described elsewhere on this site followed on 30 October. To understand how a suggested reading moves through correction and review today, begin with the transcription guidelines. They explain what to preserve and how to handle a word you cannot read.