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Investigate AI generation of edit summaries
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Description

Work focused on exploration of what it would entail to auto-generate edit summaries based on diffs on English Wikipedia. This is in partnership with our EPFL collaborators and should culminate with a paper submission.

The initial goal is WWW '24 but if that deadline is too soon, we'll look for a later deadline.

Event Timeline

Weekly update:

Weekly update:

  • Added details on qualitative analysis to meta page
  • Discussing possible extensions to this work related to how we can use models to connect edits, edit summaries, and relevant policies

Weekly update:

  • Mixed but positive reviews. Working on rebuttal. Main lift seems to be convincing folks that it is indeed important to be training much smaller models even if they can't match GPT-4 level performance on these tasks.

Weekly update:

  • Wrapped up rebuttal so we'll see how that goes. Notification seems to happen on February 1st so not for a bit.
  • Working on presentation around edit summaries to team next week as we consider next stages for this work

Paper was submitted to WWW '24. Response will be had Feb 1st. Work will go on under: T354565