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1. flairNLP/flair flairNLP/flair Public

   A very simple framework for state-of-the-art Natural Language Processing (NLP)

   Python 14.4k 2.1k

2. LitSet LitSet Public

   [EACL '24] The repository to create LitSet (Large-Scale Label Interpretation Learning Scaling Entity Types)

   Python 4

3. flairNLP/fabricator flairNLP/fabricator Public

   [EMNLP 2023 Demo] fabricator - annotating and generating datasets with large language models.

   Python 110 13

4. flairNLP/familiarity flairNLP/familiarity Public

   Label shift estimation for transfer difficulty with Familiarity.

   Python 10 1

5. flairNLP/mastermind flairNLP/mastermind Public

   MastermindEval for evaluating reasoning capabilities in LLMs @ ICLR 2025 Workshop on Reasoning and Planning of LLMs.

   Python 10 1

6. FiNERweb FiNERweb Public

   A multilingual NER dataset covering 91 languages and 25 scripts.

   6