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Experiments February #57

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sachinn12 opened this issue Jan 8, 2025 · 0 comments
Open
11 tasks

Experiments February #57

sachinn12 opened this issue Jan 8, 2025 · 0 comments
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@sachinn12
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enhancement New feature or request high priority

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sachinn12 commented Jan 8, 2025 •
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https://github.com/ChangeIsKey/LSCDBenchmark/blob/main/experiments/wic.sh

https://github.com/ChangeIsKey/LSCDBenchmark/blob/main/experiments/warmup_wic.sh

write minimal shell scripts for experiments

Datasets

  • dwug and discowug all version
  • chiwug, rusemshift, rushifteval, nordiachange, resampled latest version

Preprocessing

  • raw and spelling normalization
  • all pairs, otherwise large samples, there is a parameter: in the configs

Models

  • xlmr, xl-lexeme, deepmistake with different checkpoints
  • cosine for xlmr and xl-lexeme, for deepmistake standard output
  • apd and diasense

Evaluation

  • wic, graded change and compare

Results
@sachinn12 sachinn12 added enhancement New feature or request high priority labels Jan 8, 2025
@sachinn12 sachinn12 self-assigned this Jan 8, 2025
@sachinn12 sachinn12 mentioned this issue Jan 8, 2025
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