⚓ T113257 Custom translation suggestions: Find opportunities to translate in topic areas selected by the user

⚓ T113257 Custom translation suggestions: Find opportunities to translate in topic areas selected by the user
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T113257
Custom translation suggestions: Find opportunities to translate in topic areas selected by the user
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Assigned To
None
Authored By
Pginer-WMF
Sep 21 2015, 5:17 PM
2015-09-21 17:17:53 (UTC+0)
Tags
Design
(Incoming)
Epic
ContentTranslation
(Dashboard)
Referenced Files
F57648770: Search - One selection.png
Oct 27 2024, 7:30 AM
2024-10-27 07:30:12 (UTC+0)
F57648765: Multiple selection - Multiple topics.png
Oct 27 2024, 7:28 AM
2024-10-27 07:28:36 (UTC+0)
F57648757: Multiple selection - Single selection remains the same.png
Oct 27 2024, 7:27 AM
2024-10-27 07:27:14 (UTC+0)
F57502529: Search - One selection.png
Sep 12 2024, 10:15 AM
2024-09-12 10:15:34 (UTC+0)
F57502525: Multiple selection - Multiple topics.png
Sep 12 2024, 10:15 AM
2024-09-12 10:15:34 (UTC+0)
F57502519: Basic topic selection.png
Sep 12 2024, 10:15 AM
2024-09-12 10:15:34 (UTC+0)
F57502516: Multiple selection - Single selection remains the same.png
Sep 12 2024, 10:15 AM
2024-09-12 10:15:34 (UTC+0)
F56333747: Search - One selection.png
Jul 10 2024, 3:09 PM
2024-07-10 15:09:59 (UTC+0)
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FRomeo_WMF
He7d3r
Isaac
kostajh
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Description
Translators are attracted to working on topics in their areas of interest, and in those topics that may have a greater impact (i.e., are part of wiki projects, campaigns, receive more views in other languages, etc.). Currently, Content Translation provides very limited support for users to discover possible knowledge gaps and find relevant topics in those areas to contribute.
This ticket proposes to expand the current support for suggestions on the translation dashboard to allow users to customize the suggestions provided. In this way, a user interested in African music will be able to find relevant articles to create or expand by translating.
Proposed approach
This ticket proposes to expand the current lists of suggestions with additional filtering mechanisms. The list of suggestions will include filtering options to (a) communicate the filter applied, and (b) allow users to change the types of suggestions shown. A dedicated filtering menu will support several options to provide flexibility for users to define their knowledge gap of interest:
Automatic. Automatic approaches for users to get suggestions on different topics:
"Previous edits" for suggestions based on previous editing activity. This is the current default approach when the user has made previous edits.
"Popular topics" general suggestions based on frequently viewed articles. This is the current default when users have no previous edits.
"Nearby topics" Topic close to the user location, using the nearby APIs.
"All collections" Community-requested pages to be translated as parts of campaigns or similar configurations.
Topics. A predefined set of top-level topic categories from
topic models
(initial mockups were using
vital articles list
).
Search. Option for users to search for any Wikipedia page (or Wikidata item) to use as a seed (i.e., get similar suggestions).
Countries. Selecting topics from a list of countries or regions.
Campaigns. Surfacing contents from a specific campaign.
Multiple selection. Allowing to select multiple items from the above to focus on their intersection. That is, get suggestions meeting all the selected criteria. For example, selecting Africa and Art will result in African artists. Note that the union of the topics won't be as useful where general Art topics (such as Dalí) and non-art topics related to Africa (such as Mount Kilimanjaro) would be in the list.
(Other criteria can be considered for filtering. Accounting for extensibility and building in iterations would be helpful to support the user needs)
The example below illustrates these ideas. Suggestions initially show items related to previously edited topics by the user. Users can adjust the suggestion and select the "Art" topic to get back and find articles related to that topic to contribute.
Sections below provide more detail on different steps to support the proposal (and link to specific tasks to support them) can also
check the designs in Figma
0. Preparation: viability check (
T367873
The current recommendation API was not designed to provide the level of customization needed in the proposal. However, while we wait for a better recommendation API (as requested in in
T293648
) we can use the current API to approximate the needed functionality. This will not produce optimal suggestions, but will allow us to validate the interest from users to get custom suggestions for their areas of interest.
Given the above, as an initial preparation step we'll make a technical exploration. A technical exploration will help determine whether we can approximate the functionality well enough by using the current Recommendations API:
T367873: Technical exploration to support topic-based suggestions with the current Recommendation API
1. Basic topic selection (
T368422
Suggestions include an indicator of where are those coming from ("from previous edits") and options to select a different type of suggestion. The "more" ("...") option provides access to the "Adjust suggestions view". There a list of topic areas is provided for the user to chose the one of their interest.
As a first iteration, the user selection is limited to only one option from the list. Follow-up iterations will expand the support with multi-selection, search, and additional topic areas.
2. Direct access to filtered suggestions: URL parameters and persistence (
T369012
As topics are selected by a user to adjust their suggestions, that topic selection should become part of the URL parameters. This will allow the integration of external tools, linking from wiki pages (such as wiki projects or campaigns), bookmarking, sharing and other ways to keep track of specific knowledge gaps. In addition, switching through the dashboard views (Suggestions, In-progress, and Published) should keep the adjustments made for the suggestions.
3. Multiple selection (
T369268
In order to provide more precision for translators to define a specific knowledge area to get suggestions about, the selection of multiple topics will be supported. This allows for translators to define more precise topic areas by the intersection of multiple criteria. The multiple selection is supported in a way that does not add additional complexity to the simple scenarios of single topic selection (which remains the default) while still accounting for the possibility to select multiple options when the multi-selection mode is activated.
The "Add more" option enables the multi-selection mode where the items selected get added to the list of active filters, keeping the "Add more" placeholder as the item selected. In the example below, this allows to select suggestions of women biographies related to art, Africa and popular topics.
4. Search (
T369595
Search can be used to find topic areas from both (a) those in the list and (b) more specific topic areas not showing in the list. For the first case, search is just a convenient shortcut for a long list of options. For the second case, it allows to search for any content item (Wikidata ID, Wikipedia page, wikipedia category) to get suggestions based on those.
5. Location
Translators may be interested to adjust their suggestions to get topics related to their current location or another location of their interest. Options will be added to support obtaining suggestions based on location.This includes both (a) a "Nearby" option in the automatic section, and (b) a section for countries that can be accessed at the list of topics.
6. External lists to support group translation (Campaigns, Wiki projects...) (
T378958
Content Translation is used in campaigns, wiki projects, University Courses and other “group” settings. Group translation is often focused on a specific knowledge gap to close. Exposing those in the Content Translation dashboard as part of the suggestion adjustments can improve exposure and motivation for more people to contribute.
7. Highly-demanded translations
Some examples include articles which users try to access using data from the language selector or the access to machine translation (
T359072
); or those people try o access or those requested by the communities (
T284626
).
Technical details
This feature will be implemented for the unified dashboard that was created with
SectionTranslation
. Replacing the current dashboard on desktop with the new unified dashboard (
T353244
) will help amplify the exposure/impact.
A more powerful suggestions service as proposed in
T293648
would make the above easier to support. However, the current task is focused on validating the interest from users to get custom suggestions for their areas of interest. A technical exploration will help determine whether we can approximate the functionality well enough by using the current Recommendations API:
T367873: Technical exploration to support topic-based suggestions with the current Recommendation API
Instrumentation:
T369631: Custom translation suggestions: Instrumentation
Related tickets
T293648: Content Translation Recommendations API
T297117: Newcomer tasks: Provide more granular/advanced topic filtering for people with specific topics
Related Objects
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Status
Subtype
Assigned
Task
· · ·
Resolved
Nikerabbit
T87439
[Tracking] Suggest articles to translate from the dashboard
Resolved
Pginer-WMF
T111037
Load more article suggestions
Declined
None
T96147
[Epic] ContentTranslation - Lists of articles to translate
Invalid
None
T127695
Design polishing for Content Translation
Open
None
T279064
Observations from first research study for Section Translation on Bengali Wikipedia
Open
None
T286641
Entry points to improve discoverability of Section Translation
Open
None
T296994
Observations from research study for Section Translation on Thai Wikipedia
Open
None
T113257
Custom translation suggestions: Find opportunities to translate in topic areas selected by the user
Resolved
Pginer-WMF
T229242
Explore ways to restrict suggestions to a given knowledge area
Resolved
Pginer-WMF
T235186
Design a way to control the criteria for suggestions
Resolved
Feature
PWaigi-WMF
T317056
Content Translation- suggest top 10 most viewed articles to content translation
Open
None
T367873
Technical exploration to support topic-based suggestions with the current Recommendation API
Resolved
SBisson
T368422
Custom translation suggestions: Basic topic selection
Resolved
SBisson
T368713
Community-defined translation collections: Technical Exploration
Resolved
ngkountas
T369012
Custom translation suggestions: Direct access to filtered suggestions
Open
None
T369268
Custom translation suggestions: Multiple selection
Resolved
santhosh
T369484
Modernize recommendation API
Resolved
ngkountas
T369595
Custom translation suggestions: Search
Resolved
KCVelaga_WMF
T369631
Custom translation suggestions: Instrumentation
Resolved
KCVelaga_WMF
T369696
Analyze how people are interacting with current suggestions
Resolved
ngkountas
T368718
Community-defined Translation Collections: Single selection mode UI
Open
None
T379273
Community-defined Translation Collections: Collection View
Resolved
SBisson
T378172
Incomplete URLs for Custom translation suggestions do not fail gracefully
Resolved
SBisson
T380368
Basic topic selection: Adjust visual style for active filter tags
Resolved
SBisson
T380372
Basic topic selection: Dialog header adjustment when adjusting suggestions
Resolved
SBisson
T380379
Basic topic selection: Dialog responsivenes when adjusting suggestions
Resolved
SBisson
T380380
Basic topic selection: Use standard transitions
Resolved
ngkountas
T382476
Custom Translation Suggestions: Empty & Error states for Article and Section-level suggestions
Open
None
T395307
Surface recently selected filters
· · ·
Mentioned In
T386675: Addition of user interactions with CX suggestions to CX key metrics dashboard
T380388: Add an initial set of collections by tagging some existing community pages
T378172: Incomplete URLs for Custom translation suggestions do not fail gracefully
T377124: Explore search parameters to increase diversity in topic-based suggestions
T376987: Article topic model produces unexpected results for general topic areas such as art
T371897: Request to host article-country model on Lift Wing
T361637: Support for topic infrastructure work
T366044: Identify metrics to be presented on the unified CX dashboard
T369696: Analyze how people are interacting with current suggestions
T369631: Custom translation suggestions: Instrumentation
T369595: Custom translation suggestions: Search
T369268: Custom translation suggestions: Multiple selection
T369012: Custom translation suggestions: Direct access to filtered suggestions
T368718: Community-defined Translation Collections: Single selection mode UI
T368422: Custom translation suggestions: Basic topic selection
T367873: Technical exploration to support topic-based suggestions with the current Recommendation API
T317057: Create a campaign for most viewed articles
T317056: Content Translation- suggest top 10 most viewed articles to content translation
T322524: [EPIC] Add Chip component to Codex
T297117: Newcomer tasks: Provide more granular/advanced topic filtering for people with specific topics
T293648: Content Translation Recommendations API
T286641: Entry points to improve discoverability of Section Translation
T237392: User research: Perception of translation suggestions
T235186: Design a way to control the criteria for suggestions
T229242: Explore ways to restrict suggestions to a given knowledge area
T225298: Language Annual Plan 2019-2020
T127695: Design polishing for Content Translation
T111028: Integrate the personalised algorithm for translation suggestions
T111037: Load more article suggestions
Mentioned Here
T378958: Custom translation suggestions: Community-defined Collections [EPIC]
T368718: Community-defined Translation Collections: Single selection mode UI
T369631: Custom translation suggestions: Instrumentation
T369595: Custom translation suggestions: Search
T369268: Custom translation suggestions: Multiple selection
T369012: Custom translation suggestions: Direct access to filtered suggestions
T347475: Investigate recommendation-api-ng internal endpoint failure
T360455: Add Article Quality Model to LiftWing
T368422: Custom translation suggestions: Basic topic selection
T284626: Explore ways to capture translation requests on wiki
T359072: MinT for Wiki Readers MVP
T353244: Resolve key regressions preventing the unified dashboard to replace the desktop one
T367873: Technical exploration to support topic-based suggestions with the current Recommendation API
T297117: Newcomer tasks: Provide more granular/advanced topic filtering for people with specific topics
T293648: Content Translation Recommendations API
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Find opportunities to translate in topic areas selected by the user
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Custom translation suggestions: Find opportunities to translate in topic areas selected by the user
Jun 25 2024, 10:04 AM
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Comment Actions
Just a few comments on the technical side in case they're helpful. I'm generally excited to see this moving forward!
We are also exploring making available a quality model on LiftWing (
T360455
). Not a topic per se but a filter that might also be exposed if Content Translation (or other products) had a clear use-case for it.
The topic taxonomy should be evolving a bit over the first few quarters of next year. Some of that will be smaller changes to the existing
articletopic
filters (add one here, remove one there) but the main thing to know is that the geographic topics will shift from the current set of regions to
countries
. There are obviously a ton of countries but also hopefully we can take advantage of the hierarchy (regions, continents) to make them available without overwhelming the UI?
For topic filters, I'm just confirming that you can do both AND and OR queries as needed -- e.g.,
Southern Africa + architecture as an OR
(this example makes less sense but e.g., Southern Africa + Western Africa maybe makes more sense as an OR) and
the same two topics as an AND
(which does make sense for identifying buildings in Southern Africa).
As far as making the code changes to the recommendation API to support new behavior, I see that as relatively straightforward. The topics are supported in every language edition and so it's really just a question of passing the user-selected topics to the API to implement as filters when it does the search to build the initial set of candidate articles (that are then filtered down based on whether they exist in the target wiki or not). I'm not the person to do that but it should be relatively straightforward. At that point, I'd also recommend alotting a little engineer time to just improving the API. ML Platform smartly focused on just hosting it as-is but there are some pretty commonsense improvements that should speed it up (
T347475#9226750
) and improve the result quality (
T293648#9284550
).
And huge thanks for the
2. Direct access to filtered suggestions: URL parameters and persistence
aspect!
Regarding
6. External lists to support group translation (Campaigns, Wiki projects...)
, we aren't there yet where these worklists are standardized in such a way that they're accessible via tooling, but my goal for whatever team tackles this challenge is have them also slurped up into the Search Platform so we can incorporate them as tags just like any other topic filter. There will obviously be too many to show to the user, but perhaps the communities can curate a few that they want elevated at any given time or they could also be searchable.
PWaigi-WMF
added a subtask:
T368713: Community-defined translation collections: Technical Exploration
Jun 28 2024, 11:35 AM
2024-06-28 11:35:40 (UTC+0)
PWaigi-WMF
mentioned this in
T368718: Community-defined Translation Collections: Single selection mode UI
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2024-07-01 08:34:06 (UTC+0)
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T369012: Custom translation suggestions: Direct access to filtered suggestions
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T369268: Custom translation suggestions: Multiple selection
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T369696: Analyze how people are interacting with current suggestions
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T366044: Identify metrics to be presented on the unified CX dashboard
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T369484: Modernize recommendation API
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T368718: Community-defined Translation Collections: Single selection mode UI
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T368713: Community-defined translation collections: Technical Exploration
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T376987: Article topic model produces unexpected results for general topic areas such as art
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T377124: Explore search parameters to increase diversity in topic-based suggestions
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KCVelaga_WMF
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T369696: Analyze how people are interacting with current suggestions
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T378172: Incomplete URLs for Custom translation suggestions do not fail gracefully
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T369012: Custom translation suggestions: Direct access to filtered suggestions
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Updated the mockup to reflect "All collections" and "Collections" terminology which was earlier called "All community lists" and "Community list"
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T369484: Modernize recommendation API
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Resolved
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T379273: Community-defined Translation Collections: Collection View
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T378172: Incomplete URLs for Custom translation suggestions do not fail gracefully
as
Resolved
Nov 19 2024, 3:57 PM
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T368718: Community-defined Translation Collections: Single selection mode UI
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Resolved
Nov 25 2024, 1:58 PM
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PWaigi-WMF
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T368422: Custom translation suggestions: Basic topic selection
as
Resolved
PWaigi-WMF
closed subtask
T380368: Basic topic selection: Adjust visual style for active filter tags
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T382476: Custom Translation Suggestions: Empty & Error states for Article and Section-level suggestions
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PWaigi-WMF
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T369631: Custom translation suggestions: Instrumentation
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Resolved
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Pginer-WMF
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T380372: Basic topic selection: Dialog header adjustment when adjusting suggestions
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Resolved
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T380380: Basic topic selection: Use standard transitions
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T386675: Addition of user interactions with CX suggestions to CX key metrics dashboard
Feb 18 2025, 6:38 AM
2025-02-18 06:38:37 (UTC+0)
PWaigi-WMF
closed subtask
T380379: Basic topic selection: Dialog responsivenes when adjusting suggestions
as
Resolved
Feb 26 2025, 8:06 AM
2025-02-26 08:06:31 (UTC+0)
PWaigi-WMF
closed subtask
T382476: Custom Translation Suggestions: Empty & Error states for Article and Section-level suggestions
as
Resolved
Mar 6 2025, 10:44 AM
2025-03-06 10:44:49 (UTC+0)
PWaigi-WMF
closed subtask
T317056: Content Translation- suggest top 10 most viewed articles to content translation
as
Resolved
Jun 12 2025, 8:54 AM
2025-06-12 08:54:00 (UTC+0)
GMikesell-WMF
changed the status of subtask
T369595: Custom translation suggestions: Search
from
Open
to
In Progress
Jul 17 2025, 9:06 PM
2025-07-17 21:06:46 (UTC+0)
Nikerabbit
edited projects, added
ContentTranslation
; removed
CX-boost
OKR-Work
Jul 28 2025, 11:25 AM
2025-07-28 11:25:23 (UTC+0)
Nikerabbit
moved this task from
Enhancements
to
Dashboard
on the
ContentTranslation
board.
Nikerabbit
closed subtask
T369595: Custom translation suggestions: Search
as
Resolved
Sep 8 2025, 1:21 PM
2025-09-08 13:21:09 (UTC+0)
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