flair

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Hi, This PR adds support for the NoisyNER dataset as proposed in [this paper](https://ojs.aaai.org/index.php/AAAI/article/view/16938) and released in [this repo](https://github.com/uds-lsv/NoisyNER): > NoisyNER is a dataset for the evaluation of methods to...

teresaloeffelhardt

[Bug]: Sequence tagger with CRF gives wrong probabilities for all classes

2

### Describe the bug I have trained a sequence tagger with CRF and use the return_probabilities_for_all_classes flag when making the predictions. The returned probabilities are wrong, ie the one selected...

petermartens1992

### Problem statement As part of this issue following improvements will be added: * Expand `LanguageModel` and `LanguageModelTrainer` that it can use xLSTM (sLSTM and mLSTM) * Allow subtoken tokenization...

HallerPatrick