Code

Sequence labeling refactoring#2361

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alanakbik merged 69 commits intomasterflairNLP/flair:masterfrom sequence_labeling_refactoringflairNLP/flair:sequence_labeling_refactoringCopy head branch name to clipboardDec 16, 2021

+685-617

Commits

Commits on Jul 31, 2021

• added utils folder and CRF class

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• added Viterbi classes

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• added the sequence labeling utils.py containing required mathematical functions

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• initial commit refactored sequence tagger

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• added start / stop tags

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• initial adjustments to new Classifier abstract class

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• added get sequence tensor method

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• added required label property for new Classifier class interface

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• adjust predict method to new Classifier interface

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• initial running version

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• changes to loss function (loss averaging for trainer) and viterbi (removed batch loss average). running version, ready for PR.

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Commits on Aug 3, 2021

• fix integration test erros.

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• remove testing file.

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Commits on Aug 17, 2021

• Compatibility changes

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Commits on Nov 12, 2021

• Merge branch 'master' of https://github.com/flairNLP/flair into sequence_labeling_refactoring

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• merge

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Commits on Nov 15, 2021

• adjustments for DefaultClassifier

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Commits on Nov 16, 2021

• sequence tagger adaption for DefaultClassifier

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Commits on Nov 17, 2021

• inference with ViterbiDecoder

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• Viterbi target formatting

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• fix loss logging after each epoch

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• fix load and save method

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• Merge branch 'master' of https://github.com/flairNLP/flair into sequence_labeling_refactoring

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Commits on Nov 19, 2021

• fix init method in order to load models with previous SequenceTagger

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• added store_embeddings to predict in order to save memory

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Commits on Nov 21, 2021

• adjustments for linear layer into tag space

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• fix linear layer into tag space predictions

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Commits on Nov 22, 2021

• fix sequence labeling without crf predictions

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• final refactorings

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• Merge branch 'master' of https://github.com/flairNLP/flair into sequence_labeling_refactoring

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Commits on Nov 24, 2021

• changed to torch.tensor

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Commits on Nov 29, 2021

• fixes predict() method

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Commits on Nov 30, 2021

• fixes sequence tagger class

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• fixes crf and decoder

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• fixes crf and decoder

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• fixes crf and decoder

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• fixes viterbi

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• fixes viterbi

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• put tensors to cuda

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Commits on Dec 1, 2021

• adjustments to sequence labeler

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• adjustments viterbi

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Commits on Dec 2, 2021

• sequence tagger adjustments

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• viterbi adjustments

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Commits on Dec 7, 2021

• crf fixes

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• adpation of viterbi inference + crf scores for preivously trained models

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Commits on Dec 8, 2021

• CRF working, fixing batching issues

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• change transitions to be on CPU if using CUDA

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• transitions not always on same device if using CUDA

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• transitions not always on same device if using CUDA

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Commits on Dec 9, 2021

• fix: initialize transitions

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Commits on Dec 10, 2021

• fix: standard inference via softmax

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• SequenceTagger documentation

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• refactorings

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• refactorings

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Commits on Dec 14, 2021

• try different sentence tensor method

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• use different tensor creation method

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• Merge pull request #2550 from flairNLP/sequence_tagger_speedups

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• Merge branch 'master' into sequence_labeling_refactoring

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Commits on Dec 15, 2021

• Merge branch 'master' into sequence_labeling_refactoring

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• Fix merge errors

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• update formatting to 120 length

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• Update instructions for formatting

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• Fix empty sentence error

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• Remove unnecessary if-check

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• Remove typing

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• Unified final linear map

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Commits on Dec 16, 2021

• Inherit from Classifier

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• Undo error caused by moving _get_gold_labels out

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• Black formatting

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