ELSA | WWW 2019 ] code for `` Emoji-Powered Representation | Natural Language Processing library
kandi X-RAY | ELSA Summary
kandi X-RAY | ELSA Summary
[WWW 2019] code for "Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification"
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Top functions reviewed by kandi - BETA
- Process a single word
- Detect special token
- Shorten a word
- Given a list of words and a list of words returns the number of words in English
- Return True if the word is in punctuation
- Extends a vocabulary in a file
- Extend the vocabulary
- Compute the output shape for a given shape
- Compute output shape
- Extract emoji from given text
- Removes variations from text
- Populate the master vocabulary
- Check if a word is a special token
- Count all words in the corpus
- Count words in a sentence
- Build an ELA model
- Create an ELS model
- Check if a list of words are valid
- Calculate the batch size of texts
- Find the tokens in a list of words
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ELSA Examples and Code Snippets
Community Discussions
Trending Discussions on ELSA
QUESTION
I want to implement a custom activity which behaves like Signal Received
– means it “suspends” the workflow and when I called it from a client-side (Postman) to resume and continue.
I don’t want to use the existing Signal Received
since I want to have some additional logic before suspending the workflow in the same action.
I followed the guidelines from here.
So I implemented Signal Custom
activity based on SignalReceived default activity.
ANSWER
Answered 2022-Mar-15 at 08:57The https://localhost:5001/v1/signals/test-signal/execute
endpoint won't work for you because internally, it uses ISignaler
:
QUESTION
I am working with a pandas
dataframe with multi-index columns (two levels). I need to drop a column from level 0 and later get a list of the remaining columns in level=0. Strangely, the dropping part works fine, but somehow the dropped column shows back up if you call df.columns.levels[0]
.
Here's a MRE. When I call df.columns
the result is this:
MultiIndex([('Week2', 'Hours'), ('Week2', 'Sales')], )
Which sure looks like Week1
is gone. But if I call df.columns.levels[0].tolist()
...
['Week1', 'Week2']
Here's the full code:
...ANSWER
Answered 2022-Feb-19 at 21:01Use remove_unused_levels:
From the documentation:
Unused level(s) means levels that are not expressed in the labels. The resulting MultiIndex will have the same outward appearance, meaning the same .values and ordering. It will also be .equals() to the original.
QUESTION
I'm trying to make a custom activity that will eventually do a complicated database query or API call to get a bunch of records and loop over them. I'm sure it could be done with the built in flow control activities, but I want to make this usable by non-programmers who don't know or care what a foreach loop is, so putting a lot of functionality into one box is good.
My first attempt was to inherit from ForEach
and do some initialization before letting OnExecute
do its thing, but the result feels somewhat hacky.
ANSWER
Answered 2022-Feb-11 at 20:03If I understand correctly, your activity is responsible for loading in the data and looping over it, while the user of the activity should be able to specify what happens in each iteration.
If so, then you might implement something like this:
QUESTION
I am new in Elsa .net library.
I have define one Activity in which i have to define input paramater for the activity
like below way as document saw in version 1 :
...ANSWER
Answered 2022-Feb-02 at 18:54If you're just getting started with Elsa, then please make sure to use Elsa 2, since Elsa 1 isn't supported anymore.
With Elsa 2, you can define your activity input as follows:
QUESTION
I have this Android app using Kotlin, that populates the ListView to display the movie titles. The problem I am currently facing is that I am not sure on how to Intent all the data related to the ListView title. An example would be like this, if I click on the "Jumanji" title, the app start the new activity and display all the information related to that movie title clicked
So far I am only able to populate the ListView and Intent only the title of the movie clicked, but not sure how to perform this to other values available.
Activity where I populate the list of movies:
...ANSWER
Answered 2021-Dec-22 at 02:13You can make SimpleMovieItem
object Parcelable, and when you click one item, you can create an Intent
that put your SimpleMovieItem
object to the bundle extra of your intent:
QUESTION
I'm struggling to create a function in R that will take in a dataset and columns, and output every permutation of datasets filtered by all of these 3 columns.
My data set looks like
...ANSWER
Answered 2022-Jan-19 at 05:23The tidyr::nest()
does this directly. Notice for each combination of grouping/nesting variables, a tibble is neatly tucked into the data
cell. I've modified your function a little by (a) removing the aspects unrelated to grouping (like filter) and (b) making groups
default to an empty character vector so if nothing is passed then nothing is grouped.
Also, the names (e.g., male honors) are easily retrievable via variable values. That's typically a lot more useful than retrieving the values from the variable names.
Will this work for your purposes?
QUESTION
I have completed the below tutorial to correctly configure a working elsa server
Part 2 of Building Workflow Driven .NET Applications with Elsa 2
I made modifications for running it with docker-compose allong with the dependant services.
Everything works as expected except the intellisense in the designer window.
Ive noticed a couple of errors in the browser console as below
this is my startup class
...ANSWER
Answered 2022-Jan-07 at 11:11Most likely the issue is that the docker image for the dashboard is not compatible with the workflow server hosted by your application.
The cause of this mismatch is that the blog post references Elsa 2.3 NuGet packages, while the dashboard docker image is built from the latest source code in the master branch (which is something that should be fixed to avoid confusion like you're experiencing).
To make the dashboard work (which is built against latest source code), you need to update your workflow server app to reference the latest Elsa preview packages from MyGet (which are also built against latest source code from the master branch).
The following documentation describes how to reference the MyGet feed: https://elsa-workflows.github.io/elsa-core/docs/next/installation/installing-feeds#myget
QUESTION
I am new with Elsa workflow and I am trying to set Context ID from the designer by the id I get from HTTP Endpoint I created but I do not the syntax that I should use. I tried the JS syntax but it return an error for me.
...ANSWER
Answered 2021-Dec-08 at 13:42First of all, you have to understand how elsa loading context work.
when you enter the type of your workflow context it automatically make loading for your workflow Context with null value in context Id.
so you can not access your Workflow Context so what should you do?
you have first to access your HTTP Endpoint body to get your the information that you want.
using JS syntax
QUESTION
I have a folder named "filters". Here I am putting multiple text files. I am building a class named ReadFilesToList that:
- Opens the directory "filters"
- Creates a list of text files into variable "filenames_list"
- Read all text files from "filenames_list" into variable "filters_list"
When I call the class I want a list of the content of the text files, so I can use it later in my program.
This is what I get when I run my program:
...ANSWER
Answered 2021-Nov-25 at 08:33Try this:
QUESTION
I have configured my Elsa client app with Identity Server 4. Below is the extension method for Authentication.
...ANSWER
Answered 2021-Nov-09 at 19:09It looks like you trying to implement some kind of machine-to-machine interaction.
In this case you can consider using client credentials flow instead of authorization code
flow which you are currently using.
That means you need to add another client into IdentityServer4 config with corresponding settings. And then instead of passing your frontend's accessToken everywhere you start using new IdentityServer client, server-side one in this particular case.
Talking about disadvantages. Well, most likely you need some information about current user and your new server-side accessToken won't have such kind of details inside (because it's not a user who is starting a process here, but a service).
In this case I might suggest adding another method or controller with some new parameters like userId
, for example. This method or controller can be made accessible from only specified IdentiyServer4 clients through policies.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install ELSA
We assume that you're using Python 3.6 with pip installed. As a backend you need to install either Theano (version 0.9+) or Tensorflow (version 1.3+). To run the code, you need the following dependencies:
Keras (above 2.0.0)
gensim
text-unidecode
Mecab tokenize Japanese.
yaml
To reproduce our main results, for the representation learning phase of ELSA, you can change the configuration file elsa_test.yaml by setting the cur_lan: "fr" or "jp" or "de" input_dir: /absolute path to processed Amazon review dataset. output_dir: /directory to store the sentence representations. vocab_path: /directory that contains the vocabulary file of cur_lan. checkpoint_weight_path: /pretrained sentence embedding for chosen language. cur_en_or_ot: True and False, please set this field twice and run the script repectively. Then run python test_elsa_sentence.py. Or you can use the pretrained sentence embedding in pretrained/ and set elsa_doc.yaml as mode: 'test' cur_test: 'en_jp/' or 'en_fr/' or 'en_de/' pretrain_path: /absolute path to elsa_doc_model cur_cat: '_music' or '_dvd' or '_books' Then run python elsa_doc.py. You will have the results listing in the following format: en_jp dvd Test Accuracy: 0.8045
After detailed pre-processing of Tweets and dataset decribed above, in order to train a new representation model of ELSA, you can run the scripts in the elsa/ directory and change the elsa_train.yaml as you please. Furthermore, to train a new final sentiment classifier, after obtaining the sentence representation for each sentence in the docuement, you can modify the mode: 'train'in elsa_doc.yaml file and fine-tune your own model accordingly.
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