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Top 6 Python sequence-labeling Projects
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Project mention: WhisperNER: Unified Open Named Entity and Speech Recognition | news.ycombinator.com | 2024-11-21
only the last string is a LOC named entity. Of course you can change definitions from the standard ones if you like, but then you should be careful not to compare with tools that use the original standard definition of NER such as flairNLP [1].
[1] https://github.com/flairNLP/flair?tab=readme-ov-file
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NCRFpp
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
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seqeval
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
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gector
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
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sequence-classifier
A PyTorch Library for Sequence Labeling Tasks such as Named-entity Recognition or Part-of-speech Tagging
Python sequence-labeling discussion
Python sequence-labeling related posts
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WhisperNER: Unified Open Named Entity and Speech Recognition
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Flair: A simple framework for state-of-the-art Natural Language Processing
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Artificial Intelligence sentiment analysis of the Harry Potter movies. The greener the edge the happier the conversations, the bigger the edge the more they talk. Made by me.
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How to create a dataset for training NER models when you only have entity data
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Speech and Language Processing (3rd ed. draft)
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Preparing data for training NER models
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Advice for how to approach classifying apartment posts on facebook?
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