tner | Language model fine-tuning on NER with an easy interface | Natural Language Processing library

by asahi417 Python Version: 0.2.1 License: MIT

X-Ray Key Features Code Snippets(3)Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | tner Summary

tner is a Python library typically used in Artificial Intelligence, Natural Language Processing, Pytorch, Bert, Neural Network, Transformer applications. tner has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install tner' or download it from GitHub, PyPI.

Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

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Quality

Security

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Support

tner has a low active ecosystem.

It has 304 star(s) with 28 fork(s). There are 9 watchers for this library.

It had no major release in the last 12 months.

There are 14 open issues and 27 have been closed. On average issues are closed in 43 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of tner is 0.2.1

Quality

tner has 0 bugs and 0 code smells.

Security

tner has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

tner code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

tner is licensed under the MIT License. This license is Permissive.

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

Reuse

tner releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

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

Predict on inputs
Decode a tag sequence into a sequence of entities
Get data loader
Encodes a list of tokens
Generate prediction for given model
Perform indexing
Get the entity prediction
Predict the prediction
Embed a list of sentences
Main entry point
Add command line arguments
Perform a search
Main function
Load a single dataset
Load a dataset
Concatenate datasets into a single dataset
Perform a query
Encodes tokens
Generate a readme file
Get command line options
Download a file from url
Safely load a file
Process a request
Plot a time series
Add arguments specific to the command line
Format result
Fix the labels in the input sequence
Decodes a tag sequence into a single entity
Aggregate single query result
Computes the cosine similarity between two vectors

Get all kandi verified functions for this library.

tner Key Features

No Key Features are available at this moment for tner.

tner Examples and Code Snippets

T-NER,Datasets

Python

Lines of Code : 15

License : Permissive (MIT)

Copy

import tner
data, label_to_id, language, unseen_entity_set = tner.get_dataset_ner('data-name')

{
    'train': {
        'data': [
            ['@paulwalk', 'It', "'s", 'the', 'view', 'from', 'where', 'I', "'m", 'living', 'for', 'two', 'weeks', '.',

T-NER,Reference paper

Python

Lines of Code : 13

License : Permissive (MIT)

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@inproceedings{ushio-camacho-collados-2021-ner,
    title = "{T}-{NER}: An All-Round Python Library for Transformer-based Named Entity Recognition",
    author = "Ushio, Asahi  and
      Camacho-Collados, Jose",
    booktitle = "Proceedings of the 16

T-NER,Datasets,Custom Dataset

Python

Lines of Code : 9

License : Permissive (MIT)

Copy

EU B-ORG
rejects O
German B-MISC
call O
to O
boycott O
British B-MISC
lamb O
. O

Community Discussions

Trending Discussions on tner

Getting data out of JSON in NodeJS results in undefined

QUESTION

Getting data out of JSON in NodeJS results in undefined

Asked 2018-Feb-20 at 10:30

So today I was writing a nodejs app to get data out of a website's API.So the API returns data in JSON. This is my code :

...

ANSWER

Answered 2018-Feb-20 at 10:30

The 'res' is in string format so instead of JSON.stringify() use JSON.parse() so that it will be converted back into Javascript object, then try consoling the result as shown below and try to access meta_data after that.

Source https://stackoverflow.com/questions/48882749

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

Vulnerabilities

No vulnerabilities reported

Install tner

or directly from the repository for the latest version.

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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