flair ORG

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

Python library for applying research-grade NLP models to text, named entity recognition, sentiment analysis, part-of-speech tagging, and text embeddings without training from scratch.

A very simple news crawler with a funny name

Efficiently find the best-suited language model (LM) for your NLP task

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

Language Models for Zalando's flair library

A comprehensive benchmark for entity disambiguation

The CleanCoNLL dataset from our EMNLP 2023 paper where we corrected annotation errors and inconsistencies in CoNLL-03.

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

Label shift estimation for transfer difficulty with Familiarity.

Repository for our ACL 2025 paper "Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation"

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