Countvectorizer has feature names, like this. What would be the feature names for a glove vector? How to get those feature names? I have the glove vector file of 300 dimensions like the above shown. What would be the name of the 300 dimensions of the glove vectors? Answer There is no name for the Glove features. The countvectorizer counts
Tag: nlp
How to convert a list of sentences in a single text?
I have an list of sentences like this: And i need that list like this: Answer You want to convert all elements of a list into a single string right ? This might help you. it will give you a single string variable
How can I convert into lower case the first letter of each word in a pandas colum?
I would like how to convert the first letter of each word in this column: Into lower case, in order to have I know there is capitalize() but I would need a function which does the opposite. Many thanks Please note that the strings are within a column. Answer I don’t believe there is a builtin for this, but I
Searching over a list of individual sentences by a specific term in Python
I have a list of terms in Python that look like this. As well as a list of individual sentences that may contain the name of that fruit in a data frame. Something similar to this: And I want to take the sentences in the review column, match them with the fruit mentioned in the text and print out a
Extract sentence embeddings features with Pandas and spaCy
I’m currently learning spaCy, and I have an exercise on word and sentence embeddings. Sentences are stored in a pandas DataFrame columns, and, we’re requested to train a classifier based on the vector of these sentences. I have a dataframe that looks like this: Next, I apply an NLP function to these sentences: Now, if I understand correctly, each item
Convert from Prodigy’s JSONL format for labeled NER to spaCy’s training format?
I am new to Prodigy and spaCy as well as CLI coding. I’d like to use Prodigy to label my data for an NER model, and then use spaCy in python to create models. Prodigy outputs in SQLite format. SpaCy takes in this other kind of format, not sure what to call it: How can I convert from one to
How to fix LDA model coherence score runtime Error?
text=’Alice is a student.She likes studying.Teachers are giving a lot of homewok.’ I am trying to get topics from a simple text(like above) with coherance score.This is my LDA model: When i try to run this coherance model: I am supposed to get this king of output-> Coherence Score: 0.532947587081 I get this error: raise RuntimeError(”’ RuntimeError: An attempt has
How to strip string from punctuation except apostrophes for NLP
I am using the below “fastest” way of removing punctuation from a string: However, it removes all punctuation including apostrophes from tokens such as shouldn’t turning it into shouldnt. The problem is I am using NLTK library for stopwords and the standard stopwords don’t include such examples without apostrophes but instead have tokens that NLTK would generate if I used
Doc2Vec find the similar sentence
I am trying find similar sentence using doc2vec. What I am not able to find is actual sentence that is matching from the trained sentences. Below is the code from this article: But the above code only gives me vectors or numbers. But how can I get the actual sentence matched from training data. For Eg – In this case
Chatbot that will answer from the given Information/Documents
I want to make a chatbot that will answer the questions based on the given document. E.g, if I have hundreds of documents and I want to get some information from it but don’t know which information is on which line of the page so I have to spend some time and effort to search. I want a chatbot that