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Better results when using unlabelled annotations for few-shot learning #4628

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reckart opened this issue Mar 13, 2024 · 0 comments
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reckart commented Mar 13, 2024

Is your feature request related to a problem? Please describe.
When using unlabelled annotations for few-shot learning, the response extractor has trouble extracting the responses because a map with null keys is not supported. Also sampling of examples for the few-shot learning can be improved to cover the set of labels better and to prefer having multiple example mentions per example.

@reckart reckart added this to the 32.0 milestone Mar 13, 2024
@reckart reckart self-assigned this Mar 13, 2024
reckart added a commit that referenced this issue Mar 13, 2024
… learning

- Improve sampling
- Fix extraction of mentions when there is no label at all
- improve presets
reckart added a commit that referenced this issue Mar 15, 2024
…esults-when-using-unlabelled-annotations-for-few-shot-learning

#4628 - Better results when using unlabelled annotations for few-shot learning
@reckart reckart closed this as completed Mar 15, 2024
reckart added a commit that referenced this issue Mar 17, 2024
* main:
  #4638 - Ability to filter annotation sidebar by covered text
  #4636 - Ability to collapse groups in annotation sidebar
  #4634 - Pull document file storage code out of document service into a new service
  #4550 - Clean up code
  #4625 - Azure AI Open AI recommender
  #4628 - Better results when using unlabelled annotations for few-shot learning
  #4550 - Clean up code
  #4625 - Azure AI Open AI recommender
reckart added a commit that referenced this issue Mar 17, 2024
* main:
  #1321 - Importing .ann files from BRAT
  #4614 - Display suggestions from Named Entity Linker immediately
  #4638 - Ability to filter annotation sidebar by covered text
  #4636 - Ability to collapse groups in annotation sidebar
  #4634 - Pull document file storage code out of document service into a new service
  #4550 - Clean up code
  #4625 - Azure AI Open AI recommender
  #4628 - Better results when using unlabelled annotations for few-shot learning
  #4550 - Clean up code
  #4625 - Azure AI Open AI recommender
  #1321 - Importing .ann files from BRAT
  [maven-release-plugin] prepare for next development iteration
  [maven-release-plugin] prepare release inception-31.3
  #1321 - Importing .ann files from BRAT
  #4622 - No helpful error message when recommender is not called due to feature being disabled
  No issue: Better logging
  #4550 - Clean up code
@reckart reckart added this to Kanban Aug 7, 2024
@reckart reckart moved this to 🍹 Done in Kanban Aug 7, 2024
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