pos-tag | Part of speech tagger using NlpTools | Speech library

by angeloskath PHP Version: Current License: WTFPL

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | pos-tag Summary

pos-tag is a PHP library typically used in Artificial Intelligence, Speech applications. pos-tag has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

Pos-tag aims at providing the world with a cli application for part of speech tagging using Maxent models from [NlpTools] It is the product of [these series of posts] and the original aim was only for the Greek language.

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Support

pos-tag has a low active ecosystem.

It has 5 star(s) with 2 fork(s). There are 1 watchers for this library.

It had no major release in the last 6 months.

There are 1 open issues and 0 have been closed. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of pos-tag is current.

Quality

pos-tag has no bugs reported.

Security

pos-tag has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

pos-tag is licensed under the WTFPL License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

pos-tag releases are not available. You will need to build from source code and install.

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed pos-tag and discovered the below as its top functions. This is intended to give you an instant insight into pos-tag implemented functionality, and help decide if they suit your requirements.

Execute the command
Gets the feature functions
Configures the command .
Create a new PositionSet from a file
Output features .
Get the list of features for each token .
Get long version

Get all kandi verified functions for this library.

pos-tag Key Features

No Key Features are available at this moment for pos-tag.

pos-tag Examples and Code Snippets

No Code Snippets are available at this moment for pos-tag.

Community Discussions

Trending Discussions on pos-tag

How to force a certain tag in spaCy?

POS tags for train and test sets: ValueError

"list index out of range" error within nested loop structure but not outside of it

Preprocessing a corpus for different Word Embedding Algorithms

How can I parse flags in command line argument?

Apertium + Python: POS-tagger not providing surface form

Need advice on Negation Handling while doing Aspect Based Sentiment Analysis in Python

Access server running on docker container

I'm trying to write deployments rules with Ansible to clone a repository

NLTK unable to find java.exe (spontaneous path reduction)

QUESTION

How to force a certain tag in spaCy?

Asked 2021-Apr-26 at 09:51

I'm using spaCy '3.0.0rc2' with a custom model. Unfortunately my training data is low in hyphens (-), therefore the hyphen often gets tagged as NOUN.

Is there some way to force a certain tag or pos, to make sure that all the - tokens get tagged with PUNCT?

Basically I am looking for a solution like proposed in the answer to this question here: How to force a pos tag in spacy before/after tagger?

Unfortunately this does not seem to work anymore (at least for spaCy 3) and raises an error:

...

ANSWER

Answered 2021-Jan-13 at 11:50

In spaCy v3, exceptions like this can be implemented in the attribute_ruler component:

Source https://stackoverflow.com/questions/65699672

QUESTION

POS tags for train and test sets: ValueError

Asked 2021-Feb-17 at 23:54

I am trying to extract POS tags information from the following dataset

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ANSWER

Answered 2021-Feb-17 at 21:46

Okay, I see the problem. Well, the three problems.

Problem 1. prepareData variable names

You're not copying from the tutorial you used carefully. This is how they define prepareData:

Source https://stackoverflow.com/questions/66249062

QUESTION

"list index out of range" error within nested loop structure but not outside of it

Asked 2021-Jan-31 at 17:33

this is my first question here ever.

I'm trying to extract only the word forms from a text corpus and write them into a text file.

the corpus looks like this:

...

ANSWER

Answered 2021-Jan-31 at 17:33

You're executing:

Source https://stackoverflow.com/questions/65982166

QUESTION

Preprocessing a corpus for different Word Embedding Algorithms

Asked 2020-Dec-26 at 17:11

For my Bachelorthesis I need to train different word embedding algorithms on the same corpus to benchmark them. I am looking to find preprocessing steps but am not sure which ones to use and which ones might be less useful.

I already looked for some studies but also wanted to ask if someone has experience with this.

My objective is to train Word2Vec, FastText and GloVe Embeddings on the same corpus. Not too sure which one now, but I think of Wikipedia or something similar.

In my opinion:

POS-Tagging
remove non-alphabetic characters with regex or similar
Stopword removal
Lemmatization
catching Phrases

are the logical options.

But I heard that stopword removal can be kind of tricky, because there is a chance that some embeddings still contain stopwords due to the fact that automatic stopword removal might not fit to any model/corpus.

Also I have not decided if I want to choose spacy or nltk as library, spacy is mightier but nltk is mainly used at the chair I am writing.

...

ANSWER

Answered 2020-Dec-26 at 17:11

Preprocessing is like hyperparameter optimization or neural architecture search. There isn't a theoretical answer to "which one should I use". The applied section of this field (NLP) is far ahead of the theory. You just run different combinations until you find the one that works best (according to your choice of metric).

Yes Wikipedia is great, and almost everyone uses it (plus other datasets). I've tried spacy and it's powerful, but I think I made a mistake with it and I ended up writing my own tokenizer which worked better. YMMV. Again, you just have to jump in and try almost everything. Check with your advisor that you have enough time and computing resources.

Source https://stackoverflow.com/questions/65412179

QUESTION

How can I parse flags in command line argument?

Asked 2020-Dec-03 at 01:12

I have to implement a --pos flag in Python and create a new condition if it exists, but argparse does not recognize it when I enter it in the command line argument.

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ANSWER

Answered 2020-Dec-03 at 01:12

In your code you are defining a "positional argument" which is not what you want. If you want to implement a flag (true/false) --pos just do that.

Source https://stackoverflow.com/questions/65117993

QUESTION

Apertium + Python: POS-tagger not providing surface form

Asked 2020-Nov-18 at 21:29

I'm trying to POS-tag some sentences in Italian with Apertium's tagger. While according to the Apertium GitHub page I am supposed to get as output also the surface form in addition to the morphological analysis, I only get the analysis. I want also the surface form. I cannot infer it since the tagger doesn't necessarily tag a single token, so I cannot simply tokenize the original sentence and loop over it or zip it with the tagger's output.

According to the GitHub page:

...

ANSWER

Answered 2020-Nov-18 at 21:29

By default, when creating a tagger of language ita it looks for /usr/share/apertium/modes/ita-tagger.mode. This is a shell script that calls various apertium commands. The command for the Italian tagger script happens to be configured to not include surface commands (it's missing the -p option).

A quick and dirty solution is to just sudo vim /usr/share/apertium/modes/ita-tagger.mode (or sudo nano or whatever your editor is) and add -p to the end of the last command, so the file looks like

Source https://stackoverflow.com/questions/64898002

QUESTION

Need advice on Negation Handling while doing Aspect Based Sentiment Analysis in Python

Asked 2020-Oct-31 at 07:16

I'm trying to write a Python code that does Aspect Based Sentiment Analysis of product reviews using Dependency Parser. I created an example review:

"The Sound Quality is great but the battery life is bad."

The output is : [['soundquality', ['great']], ['batterylife', ['bad']]]

I can properly get the aspect and it's adjective with this sentence but when I change the text to:

"The Sound Quality is not great but the battery life is not bad."

The output still stays the same. How can I add a negation handling to my code? And are there ways to improve what I currently have?

...

ANSWER

Answered 2020-Oct-31 at 07:16

You may wish to try spacy. The following pattern will catch:

a noun phrase
followed by is or are
optionally followed by not
followed by an adjective

Source https://stackoverflow.com/questions/64607800

QUESTION

Access server running on docker container

Asked 2020-Oct-07 at 08:08

I am running the StanfordCoreNLP server through my docker container. Now I want to access it through my python script.

Github repo I'm trying to run: https://github.com/swisscom/ai-research-keyphrase-extraction

I ran the command which gave me the following output:

...

ANSWER

Answered 2020-Oct-07 at 08:08

As seen in the log, your service is listening to port 9000 inside the container. However, from outside you need further information to be able to access it. Two pieces of information that you need:

The IP address of the container
The external port that docker exports this 9000 to the outside (by default docker does not export locally open ports).

To get the IP address you need to use docker inspect, for example via

Source https://stackoverflow.com/questions/64238613

QUESTION

I'm trying to write deployments rules with Ansible to clone a repository

Asked 2020-May-10 at 04:52

The steps i followed are:

Ansible login as root user
Update Server pacakges
Create a user called deploy
Clone a Git Repository from bitbucket.org

I want to clone the repository as deploy user in his home directory using ssh forwarding method.

But the issue is that, I am not able to get permissions even through ssh forwarding and the error returns as :Doesn't have rights to access the repository.

My inventory file:

...

ANSWER

Answered 2020-May-10 at 04:52

We have alternative solution, using HTTP instead of SSH:

For GitHub:

Generate a Token from link: https://github.com/settings/tokens
Give permission with scope: repo (full control of private repositories)
Use that token git+https://:x-oauth-basic@github.com//.git#

For BitBucket:

Generate a random Password for your repo from link: https://bitbucket.org/account/settings/app-passwords
Give permission with scope Repositories: Read
Use that password to clone your repo as: git clone https://:@bitbucket.org//.git

Hope this could be an alternative for the solution.

Source https://stackoverflow.com/questions/61650791

QUESTION

NLTK unable to find java.exe (spontaneous path reduction)

Asked 2020-Apr-22 at 09:13

Similar questions were posted here and here, and my question is actually based on what was suggested in answers to those questions.

I try to parse some German texts using Stanford Parser and NLTK.

...

ANSWER

Answered 2020-Apr-22 at 09:13

In python \b inside a String is resolved to a backspace character. Therefore you see the white BS in the picture, becuase the console tries to represent this special character (BS for backspace).
What you need to do is to escape the \ inside your String like so

Source https://stackoverflow.com/questions/61360645

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install pos-tag

Simply download the zip and install with composer. Alternatively you can download a [phar archive](http://php-nlp-tools.com/files/pos-tag/pos-tag.phar).

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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