How to Easily Add a Coreference Resolution Model into a spCy Pipeline with Crosslingual Coreference

[@python-programming]

Notebook: github.com/wjbmattingly/fewshot-text/blob/main/youtube-crosslingual.ipynb

[@vaibhaves]

ValueError: [E002] Can't find factory for 'xx_coref' for language English (en). This usually happens when spaCy calls `nlp.create_pipe` with a custom component name that's not registered on the current language class. If you're using a Transformer, make sure to install 'spacy-transformers'. If you're using a custom component, make sure you've added the decorator `@Language.component` (for function components) or `@Language.factory` (for class components). Any idea about this error?

[@bradkaes4903]

Thank you for what you do. These videos are great

[@python-programming]

Thanks!

[@yashodasaisree4265]

Thank you very much for this video. I am getting this error 'AttributeError: module 'cached_path' has no attribute 'file_friendly_logging', while trying to add pipeline. I also installed and imported cached_path == 1.1.2 and also tried referring AllenNLP 0.9.0 documentation but I am not really able to fix this. Can you help me?

[@MadiJunkie]

Had the same issue. I read in the log that it tried to uninstall spacy for some reason. I simply installed crosslingual-coreference before I installed spacy itself.

[@ruwang3132]

@@MadiJunkie I did the same thing as you, install crosslingual-coreference after creat new environment, but when load("en_core_web_sm") get error. have any suggestions? i tried python3.9, spacy3.1

[@jatinnandwani6678]

Thanks so much Though my name is Jatin Nandwani You've added an additional n in there

[@python-programming]

Oh nooooo! I am so sorry!! I will fix it!

[@jatinnandwani6678]

@@python-programming No worries, your heart was in the right place. ☺️

[@python-programming]

@@jatinnandwani6678 thanks for being understanding

[@lycan2494]

Wat is this video about?

[@python-programming]

How to implement coreference resolution models in a spaCy pipeline

[@lycan2494]

@@python-programming whats a spacy pipeline and what u meanby resolution models

[@python-programming]

@@lycan2494 spaCy is a library in Python for doing natural language processing. You can read about it here: spacy.pthonhumanities.com -- coreference resolution models are machine learning models that can link things in a text together as belonging to the same person or organization, so he would refer to a specific he in a sentence. Coreference resolution is the process by which we link the he to the person it identifies.

[@freddiedarwin4836]

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