I have installed spaCy with python for my NLP project. I have installed that using pip. How can I verify installed spaCy version? using pip install -U spacy What is command to verify installe...

I have downloaded en_core_web_lg model and trying to find similarity between two sentences: nlp = spacy.load('en_core_web_lg') search_doc = nlp("This was very strange argument between american an...

Anyone might know what this error is about and what to do about it? Spacy works in python command line interface though. I have tried to google various parts of the error, but found nothing specifi...

How to do preprocessing steps like Stopword removal , punctuation removal , stemming and lemmatization in spaCy using python. I have text data in csv file like paragraphs and sentences. I want to ...

I have a large list of sentences (~7 millions), and I want to extract the nouns from them. I used joblib library to parallelize the extracting process, like in the following: import spacy from tq...

I am working on two NLP projects in Python, and both have a similar task to extract numerical values and comparison operators from sentences, like the following: "... greater than $10 ... ", "... ...

I have been trying to understand how to systematically make Spacy run as fast as possible for a long time and I would like this post to become a wiki-style public post if possible. Here is what I c...

SpaCy doesn't support the Arabic language, but Can I use SpaCy with the pretrained Arabert model? Is it possible to modify this code so it can accept bert-large-arabertv02 instead of en_core_web_lg...

The official documentation of token.tag_ in spaCy is as follows: A fine-grained, more detailed tag that represents the word-class and some basic morphological information for the token. These ta...

is there a way in the NER model in spaCy to extract the metrics (precision, recall, f1 score) per entity type? Something that will look like this: precision recall f1-score support B-LOC 0.810...

I am getting the following error while training spacy NER model with my custom training data. ValueError: [E024] Could not find an optimal move to supervise the parser. Usually, this means the Gol...

I want to combine spaCy's NER engine with a separate NER engine (a BoW model). I'm currently comparing outputs from the two engines, trying to figure out what the optimal combination of the two wou...

I am trying to add custom NER labels using spacy 3. I found tutorials for older versions and made adjustments for spacy 3. Here is the whole code I am using: import random import spacy from spacy.t...

I am trying to deploy an app in heroku, and it completes successfully, but when I click to view the app it shows this error in a red box! OSError: [E050] Can't find model 'en_core_web_trf'. It doe...

I have been trying to find how to get the dependency tree with spaCy but I can't find anything on how to get the tree, only on how to navigate the tree.

Is stopwords removal ,Stemming and Lemmatization necessary for text classification while using Spacy,Bert or other advanced NLP models for getting the vector embedding of the text ? text="The ...

since i'm very new to spacy & python,here i'm trying to create a user defined label to recognize phrase matching, while parsing i'm unable to assign hash value to the 'label', encountring "Erro...

I have few elements which I got after performing operation in spacy having type Input - li = ['India', 'Australia', 'Brazil'] for i in li: print(type(i)) Output: <class 'spacy.tokens.token.To...

I'm running OS X El Capitan on Python 3.5.2 via Anaconda and have spaCy 0.101.0. I'm trying to install the spaCy English language model using python -m spacy.en.download. However when I do that, I...

I'm working on a codebase that uses Spacy. I installed spacy using: sudo pip3 install spacy and then sudo python3 -m spacy download en At the end of this last command, I got a message: Lin...

I am trying to run the nlp() pipeline on a series of transcripts amounting to 20,211,676 characters. I am running on a machine with 8gb RAM. I'm very new at both Python and spaCy, but the corpus co...

I have tried to remove words from a document that are considered to be named entities by spacy, so basically removing "Sweden" and "Nokia" from the string example. I could not find a way to work ar...

I am building a Python package using pyproject and poetry. My pyproject.toml looks like this: [tool.poetry] authors = ["test"] description = "" name = "test" version =...

I have a text file which contains lines as shown below: Electronically signed : Wes Scott, M.D.; Jun 26 2010 11:10AM CST The patient was referred by Dr. Jacob Austin. Electronically signed by Ro...

InvalidArchiveError('Error with archive C:\Users\Sahaja Reddy\Anaconda3\pkgs\openssl-1.1.1g-he774522_0.conda. You probably need to delete and re-download or re-create this file. Message from libarc...