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Redesign visual presentation for multi-labeling task

Open fozziethebeat opened this issue 1 year ago • 3 comments

Based on initial user feedback, the multi-labeling task is ill defined:

Some feedback:

  • Floating point sliders lack obvious meaning:
    • ”uh oh 101-value sliders”
    • “these questions are also all true-false question - What does "67% hate speech" mean?”
  • There are some missing label types
    • “This instruction makes no sense. This instruction is ambiguous”
    • requests “Low quality conversation” button
  • Some labels don't make sense for some responses:
    • "fails_task" doesn’t apply to user message

This could require re-thinking how the backend manages these labels and how the frontend presents them. Or it could just re-frame how the website presents the labels and answer types.

fozziethebeat avatar Jan 19 '23 06:01 fozziethebeat

  • Could use likert scale?
  • We need to rethink what kind of labels are necessary and reduce the number of options, maybe show a different subset of labels for different users.
  • we could also add a label / or some other metric for evaluating the complexity / amount of work put into writing the prompt (for detecting and encouraging high quality prompts)
  • Think about the following:
    • Duplicates
    • Language
    • Reward signal for users (thumbs up / down)

AbdBarho avatar Jan 20 '23 07:01 AbdBarho

Agreed. We should:

  1. Reduce the set of labels to something small and meaningful
  2. Use a Likert scale for most of them
  3. Rewarding high effort posts effectively

fozziethebeat avatar Jan 20 '23 08:01 fozziethebeat

Refs #872

AbdBarho avatar Jan 21 '23 11:01 AbdBarho

can we close this?

AbdBarho avatar Jan 28 '23 07:01 AbdBarho

Yes!

fozziethebeat avatar Jan 28 '23 08:01 fozziethebeat