webis-de/small-text

Issues

• Example notebook not working

  #69 opened 2 months ago by 1nuno
  1

• Rework query strategy documentation

  #68 opened 3 months ago by chschroeder
  0

• Add LSTMClassifier

  #67 opened 3 months ago by chschroeder
  0

• Update setfit version (>1.0.0)

  #55 opened a year ago by chschroeder
  0

• Additional options for Discriminative Active Learning

  #56 opened 8 months ago by emilysilcock
  10

• ValueError: high is out of bounds for int32

  #66 opened 5 months ago by XNarno
  3

• 'SequenceClassifierOutput' object has no attribute 'softmax'

  #61 opened 5 months ago by Haoyoudoing
  9

• Setting up a PoolBaseActiveLearner without initialization.

  #10 opened 5 months ago by HannahKirk
  12

• Link to the respective publication in the bibliography

  #60 opened 6 months ago by chschroeder
  0

• Low values in pytorch integration

  #62 opened 6 months ago by Chirilla
  6

• Active Learning with SetFit

  #64 opened 6 months ago by savasy
  3

• Use of large custom transformer model

  #63 opened 7 months ago by Adaickalavan
  1

• EGL throws error

  #58 opened 8 months ago by emilysilcock
  4

• Unify the classifiers' initialize() methods

  #57 opened 8 months ago by chschroeder
  0

• Inconsistency: TransformerBaseClassification.embed() returns np.float32 while SetFitClassification returns np.float64

  #48 opened a year ago by chschroeder
  0

• Improve README.md

  #59 opened 10 months ago by chschroeder
  0

• Add auto mixed precision flag to Pytorch-based Classifiers

  #45 opened 10 months ago by chschroeder
  0

• Cloning a nested DatasetsViews raises an AttributeError

  #47 opened a year ago by chschroeder
  0

• LightweightCoreset should allow for other distance metrics

  #43 opened a year ago by chschroeder
  0

• Device-side assertion not passed when training on cuda device and when there are added tokens to the tokenizer

  #53 opened a year ago by LunaRaeW
  2

• When using EmbeddingBasedQueryStrategy with some transformers, model has an unsupported input `token_type_ids` when creating embeddings.

  #54 opened a year ago by LunaRaeW
  1

• Batch size in greedy coreset batching is different than expected

  #50 opened a year ago by chschroeder
  0

• Add ActivePETs query strategy

  #49 opened a year ago by chschroeder
  1

• Provide animated GIF showing an active learning experiment

  #33 opened a year ago by chschroeder
  2

• Make more SetFitClassification parameters configurable

  #46 opened a year ago by chschroeder
  0

• TransformerBasedClassification: validations_per_epoch > 2 leaves the model in eval mode

  #40 opened a year ago by chschroeder
  0

• LightweightCoreset should be batched

  #23 opened a year ago by chschroeder
  1

• Provide an example of how to construct datasets without labels

  #31 opened a year ago by chschroeder
  1

• Class weighting causes nan values in loss

  #39 opened a year ago by chschroeder
  0

• Question: Regarding potential bottleneck during training of Classifiers

  #36 opened a year ago by JP-SystemsX
  18

• Dataset cloning wraps the label

  #35 opened 2 years ago by chschroeder
  0

• Add query strategy: QueryByCommittee

  #34 opened 2 years ago by chschroeder
  0

• Separate query functions from query strategy classes

  #32 opened 2 years ago by chschroeder
  0

• How does an active learning loop work in real life?

  #27 opened 2 years ago by vahuja4
  1

• Using active learning on already trained model

  #30 opened 2 years ago by etiennekintzler
  3

• Query by committee-of-committees

  #28 opened 2 years ago by vahuja4
  1

• Throwing away stale data

  #29 opened 2 years ago by vahuja4
  1

• Query strategy that includes selecting high/medium certainty examples

  #24 opened 2 years ago by MoritzLaurer
  7

• Pass local_files_only kwarg in TransformerBasedClassification

  #17 opened 2 years ago by chschroeder
  2

• Getting error 'RuntimeError: expected scalar type Long but found Int' while running the starting code

  #25 opened 2 years ago by Nim248
  5

• small-text for named entity recognition model

  #22 opened 2 years ago by glahoti6
  1

• FileNotFoundError: [Errno 2] No such file or directory: '0-b0'

  #21 opened 2 years ago by chschroeder
  1

• What are the best query strategies to use as a baseline approach?

  #20 opened 2 years ago by renebidart
  2

• Quickstart Colab notebooks not working

  #19 opened 2 years ago by kbschliep
  2

• More sophisticated early stopping mechanism

  #18 opened 2 years ago by chschroeder
  0

• Embeddings in EmbeddingKMeans and ContrastiveActiveLearning

  #13 opened 2 years ago by kayuksel
  3

• Specifying multiple query strategies

  #11 opened 2 years ago by HannahKirk
  3

• Passing a scheduler through fit results in AttributeError

  #16 opened 2 years ago by chschroeder
  0

• Mulitlabel: Clf.predict(return_proba=True) only returns probabilities for labels over the threshold

  #14 opened 3 years ago by KimBue
  0

• SEALS: Similarity Search for Efficient Active Learning and Search of Rare Concepts

  #12 opened 3 years ago by kayuksel
  4