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New Feature: Aggreagate multiple annotators into a set of ground-truth annotations #24

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Dtphelan1 opened this issue Mar 25, 2024 · 1 comment
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enhancement New feature or request

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@Dtphelan1
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Motivation: Often multiple annotators divide and conquer for a single annotation task. The combination of their annotations are then used as a ground truth against which we compare some NLP/LLM system's output.

To accommodate this workflow – compare one set of output against multiple annotators ground truth – there should be some way of specifying a set of multiple annotators as a single "ground truth" annotator.

One approach might be to support this at the config level; similar to grouped-labels, we could introduce something like grouped-annotators, allowing for the aliasing of multiple annotators under a single, new annotator id.

Another approach might be to take this from the command-level; create some flexibility on the CLI side to support specifying multiple annotators for the ground-truth argument.

@mikix mikix added the enhancement New feature or request label Mar 25, 2024
@mikix
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mikix commented Mar 25, 2024

Great point. This is a useful feature that we don't have right now. Andy had written something like this for a covid paper, but I had questions about how to accurately generalize what he did, without introducing new math bugs of my own. 😄

This is the old code he wrote, FYI.

My gut prefers the CLI approach - like just specify multiple annotators on the CLI and this mode would kick in.

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