Guidelines for New Testament Draft Generation
Overview
Scripture Forge has successfully deployed AI-assisted draft generation to accelerate preparation of first drafts for Old Testament translation projects. This established capability has now been extended to benefit New Testament translation projects. This innovation can significantly reduce the time required for a translator to prepare a high quality first draft of their New Testament book.
Effective use of Scripture Forge draft generation for New Testament projects depends on several key considerations:
- At least one completed Gospel is required to get started.
- Some book sequences perform much better than other sequences for draft generation.
- Understanding Scripture Forge’s new incremental draft generation capability and estimated draft quality is important to maximize benefits from New Testament draft generation for the Gospels and Acts.
This document provides essential guidance for using Scripture Forge draft generation in a New Testament translation project. The guidance offers insight into the likely draft quality for different New Testament books at various stages of a project, and explains how to get the most benefit from incremental draft generation and draft quality estimates.
Audience
This guidance document is designed for those involved in the planning, execution, and quality control of New Testament projects using Scripture Forge draft generation.
Primary Audience
- Project Planners: To understand the effect of book sequencing on draft quality, and to anticipate the expected changes in draft quality when planning timelines and resource allocation.
- Team Leads: To make informed, practical decisions when selecting the next book for translation to maximize the benefits of AI drafting.
Secondary Audiences
- Translators and Reviewers: To understand draft quality estimates and how book sequencing and incremental draft generation impact the quality of the drafts they will be working with.
- Translation Consultants: To advise teams on the best implementation strategies for using draft generation.
- Trainers: To understand the draft generation methodology for New Testament projects in order to effectively train translation teams.
Background
Scripture Forge draft generation uses Artificial Intelligence to learn from your previously translated Scripture and to provide rough drafts of new books for your Paratext project. These rough drafts can be edited or consulted by the translation team to create a first draft, saving valuable time and effort while improving quality.
Draft generation is enabled by three important types of data - your reference project, your Paratext project, and your drafting source.
- Reference project
The DBL resource or Paratext project that your translation team primarily consults as they translate (i.e., your “model text”). - Paratext project
Completed books from your Paratext project. Especially for New Testament projects, the specific completed books in your project influence generated draft quality. - Drafting source
The DBL resource or Paratext project that will be used for generating drafts. This is typically the same as the Reference Project.
Key Concepts
Draft Quality
Scripture Forge drafts are not perfect and will always need review and improvement by experienced translators. Some drafts will be more accurate than others. This is due to inherent limitations in current Artificial Intelligence technology, as well as the challenges of translating novel New Testament vocabulary and concepts in the book being drafted. For example, when a project has translated the Gospels and is generating a draft for Acts, the draft may have poor translations for new words such as “Pentecost” and “Cappadocia”.
With the introduction of New Testament draft generation, Scripture Forge has developed a method of estimating the quality of the generated draft. Book-level draft quality can be used as a guide for strategic decisions regarding book sequencing. Chapter-level draft quality can be used to evaluate the need for incremental draft generation, or to anticipate the time needed for editing, improvement, and checking. It is important to understand these values as draft quality estimates, and use them for general insights and guidance, rather than as quality checking tools.
Book and chapter draft quality estimates are expressed using a green / yellow / red scheme.
- Green: the book (or chapter) draft is likely to be useful1.
- Yellow: the book (or chapter) draft is probably useful.
- Red: the book (or chapter) draft may not be useful.
Draft quality estimates can be provided by the Scripture Forge Engineer-in-the-Loop (EITL) support team.
Book Sequences
Scripture Forge draft generation is intended to be used in a book-at-a-time manner, particularly for New Testament projects. After the first Gospel is translated, a draft can be generated for the next New Testament book. After the team uses this draft to complete their translation of this second book, the third book draft is generated, and so on. This New Testament book sequence can affect the quality of each book draft.
These guidelines are organized around two commonly used book sequences (Canonical and Luke / Acts / 5 T’s), and a new book sequence optimized for draft generation (Draft- Optimized).
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Canonical
The Canonical book sequence begins with Matthew and progresses through to Revelation in canonical order. Draft generation can be introduced to the translation project after Matthew has been translated. -
Luke / Acts / 5 T’s
The Luke / Acts / 5 T’s book sequence starts with Luke, then Acts, then 1 & 2 Thessalonians, 1 & 2 Timothy, and Titus (the 5 T’s). For the remaining New Testament books, the sequence varies. Draft generation can be introduced after Luke has been translated. -
Draft-Optimized
The Draft-Optimized book sequence is designed to offer the best draft quality as each book is drafted, minimizing fluctuations in quality as a team progresses through the New Testament. This book sequence mirrors the Canonical order through the Gospels and Acts, but differs for the remaining books. Draft generation can be introduced after Matthew has been translated.
Incremental Draft Generation
For most New Testament books, a draft is generated once for the entire book. However, for the Gospels and Acts, it can be helpful to use the incremental draft generation method, which involves the following steps:
- Initial Draft: An initial draft of the entire book is generated.
- Review & Improve: The translation team reviews and improves 8-10 chapters of this initial draft.
- Incremental Draft: The Scripture Forge EITL support team uses these completed chapters to generate an updated draft of the remaining chapters.
- Integrate & Review: The translation team imports the updated draft into their Paratext project, then reviews and improves additional chapters.
- Repeat: Incremental draft generation is repeated for longer books:
- For Mark and John, incremental draft generation is only performed once.
- For Matthew, Luke and Acts, incremental draft generation is performed twice: once after the first 8-10 chapters, and again after the second 8-10 chapters.
Incremental Draft Generation is an optional method for translating the Gospels and Acts. The Scripture Forge EITL team can provide project-specific guidance and quality estimates for your project, as well as guidance regarding the estimated quality of the chapter drafts.
Incremental Draft Generation is not yet available as a self-service Scripture Forge feature, and must be requested through the Scripture Forge EITL team.
Engineer-in-the-Loop (EITL)
The Scripture Forge Engineer-in-the-Loop (EITL) team supports Old Testament translation projects as they begin using draft generation, offering advice and options for configuring Scripture Forge to get the best results. With the introduction of New Testament draft generation, the Scripture Forge EITL team is now able to provide the same support for New Testament projects, as well as offering draft quality estimation and incremental draft generation.
How to Use this Document
- Review the New Testament Drafting Guidance section below for insights about New Testament draft generation.
- Review the book sequence descriptions (Canonical, Luke / Acts / 5 T’s, and Draft- Optimized) and select the book sequence that is most similar to your project’s progress and plans.
- Review the general guidance and sequence-specific guidance to make decisions as you plan the book sequence for your project. Consider the use of incremental draft generation for the Gospels and Acts.
- Review the Frequently Asked Questions section to explore common questions about New Testament draft generation, incremental draft generation, and EITL support for New Testament projects.
Additional Information
Interested in accelerating your New Testament project using Scripture Forge draft generation? Contact us at [email protected].