Text annotation and Arabic language review

Morvio labels entities, intents, sentiment and categories on Arabic and multilingual text, and native speakers review Arabic text for dialect, register and accuracy.

Demonstration example: one sentence in English and Arabic, with person, place and date entities labelled.

EN

Amina HaddadPER will fly from AlgiersLOC to DubaiLOC on 12 MarchDATE.

AR

ستسافر أمينة حدادPER من الجزائر العاصمةLOC إلى دبيLOC يوم 12 مارسDATE.

Fig. 01 · EN, AR · 2 sentences · 4 entities each · PER, LOC, DATESynthetic demonstration example: the same sentence in English and Arabic, with person, place and date labels.
Price basis
Per item or per 1,000 words
After the pilot, we confirm the production price in writing.
Who does the work
Annotators and native-speaker reviewers
Arabic review is done by native speakers of the variety in the text.
Review
Double-labelled sample
Disagreements are adjudicated and become worked examples in the guideline.
How to start
Send a project brief
Describe the task in five short steps. You do not need to send any data.

Task types

Text annotation
Entity, intent, sentiment and classification labels
Arabic language review
Native review of Arabic text for dialect, register and accuracy
Arabizi
Arabizi kept as written, converted to Arabic script, or both. Arabizi is Arabic written in Latin letters; we use a mapping agreed per project.
Arabic dialects and conventions

Indicative price

Per item or per 1,000 words.

After the pilot, we confirm the production price in writing.

Get an estimate

Specification

Languages
Arabic (Modern Standard and dialects). European and Asian languages on demand
Tools
Your tool, or a widely used open-source one

Who does the work

Native speakers review Arabic text for dialect, register and accuracy.

Like every Morvio project, a text project has its own team: a team leader, annotators recruited for the task, and dedicated QA reviewers. The team meets daily, and everyone signs an NDA before seeing data. Your project lead is the founder, Khaled Zerouki.

Quality method

How we check it

  • Disagreements are adjudicated and become worked examples in the guideline.
  • Arabic review is done by native speakers of the variety in the text.

Discuss your project

Two ways to start. Both reach Khaled Zerouki.

Book a call. Pick a time in your own time zone.

Book a call

Request a sample batch. A batch of your own data, returned with a QA report, on terms agreed before work starts.

Request a sample batch

Want a price first?

Get an estimate

We reply within 1 business day.¹ NDA on request. We can plan and price your project without seeing your data.

¹ Business days are Monday to Friday, UK time, excluding public holidays in England and Wales.