hmtl | 🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP t | Natural Language Processing library

 by   huggingface Python Version: Current License: MIT

kandi X-RAY | hmtl Summary

kandi X-RAY | hmtl Summary

hmtl is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Natural Language Processing, Deep Learning, Pytorch, Bert applications. hmtl has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

HMTL is a Hierarchical Multi-Task Learning model which combines a set of four carefully selected semantic tasks (namely Named Entity Recoginition, Entity Mention Detection, Relation Extraction and Coreference Resolution). The model achieves state-of-the-art results on Named Entity Recognition, Entity Mention Detection and Relation Extraction. Using SentEval, we show that as we move from the bottom to the top layers of the model, the model tend to learn more complex semantic representation. For further details on the results, please refer to our paper. We released the code for training, fine tuning and evaluating HMTL. We hope that this code will be useful for building your own Multi-Task models (hierarchical or not). The code is written in Python and powered by Pytorch.
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            kandi-support Support

              hmtl has a medium active ecosystem.
              It has 1169 star(s) with 144 fork(s). There are 83 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 10 open issues and 12 have been closed. On average issues are closed in 2 days. There are 24 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of hmtl is current.

            kandi-Quality Quality

              hmtl has 0 bugs and 0 code smells.

            kandi-Security Security

              hmtl has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              hmtl code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              hmtl is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              hmtl releases are not available. You will need to build from source code and install.
              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 hmtl and discovered the below as its top functions. This is intended to give you an instant insight into hmtl implemented functionality, and help decide if they suit your requirements.
            • Returns an iterator over the datasets in the given directory
            • Returns an iterator over the ConllText document
            • Yields the path of the CCONLL - like files located at the given path
            • Return an iterator over sentences from a given file
            • Compute embds from a batch of sentences
            • Compute embedding for a given model
            • Convert a list of sentences to a batch
            • Convert text into instance of TextField
            • Predict the prediction
            • Fallback prediction
            • Decode the task output
            • Run inference
            • Train the model
            • Format prediction results
            • Evaluate the given model
            • Create and set the data for the given task_list
            • Set the data_iterator for this task
            • Instantiates a list of Task instances from the given parameters
            • Load data from params
            • Handle GET request
            • Predict on the input text
            • Format a prediction
            • Returns the indices of the elements in lst
            • Evaluate the model
            • Load training data from params
            • Return a dictionary of all metrics
            Get all kandi verified functions for this library.

            hmtl Key Features

            No Key Features are available at this moment for hmtl.

            hmtl Examples and Code Snippets

            copy iconCopy
            sudo cp -R /home/pi/photobooth/webserver/* /var/www/html
              

            Community Discussions

            QUESTION

            How to make dynamic changes in HTML?
            Asked 2022-Apr-09 at 10:48

            So I want to add to a variable every time someone clicks a button on my website. I am very new to HMTL so I don't know how to do this. All the examples I've googled just change text into other text and not adding to a variable.

            If someone would like to enlighten me on how to do this I would greatly apricate it.

            ...

            ANSWER

            Answered 2022-Apr-08 at 16:59

            QUESTION

            chart js using for loop
            Asked 2022-Apr-09 at 08:23

            HMTL Code:

            ...

            ANSWER

            Answered 2022-Apr-09 at 08:23

            You can use Array.map() to directly transform your data into the definition required by Chart.js.

            Please take a look at your amended and runnable code and see how it works.

            Source https://stackoverflow.com/questions/71805869

            QUESTION

            delete line html generate dynamically
            Asked 2022-Mar-30 at 15:53

            I´m trying delete my line with event and jquery.

            I´m creating hmtl dynamically and with one icon cleaner and envet i want to delete my line. But my problem it´s that if i delete my first line, delete all lines, or if i delete my last line, delete this line.

            I don´t know that i´m doing wrong.

            i have this:

            ...

            ANSWER

            Answered 2022-Mar-30 at 15:53

            QUESTION

            How to change inner text of HTML tags without removing them
            Asked 2022-Mar-29 at 20:40

            Assuming I have "semi" HMTL string like

            ...

            ANSWER

            Answered 2022-Mar-25 at 18:49

            Keep it more simple, just select all the text nodes and replace the text as you have already tried in your example:

            Source https://stackoverflow.com/questions/71619733

            QUESTION

            Java Webserver W/ Angular Control Panel Web Interface
            Asked 2022-Mar-25 at 19:08

            I have created an application using spring boot that uses angular for the front end and is a basic login portal with encrypted credentials and click verification, what I want to do is have like when someone visits the IP of the server it gets the angular portal, when it's a domain name, it actually pulls up that website. I want to program this to happen either in java or angular to request the resource from java. How would one go about implementing this? I know how to have java handle http requests and actually get the html to the browser... What I don't know is how to do that while using the angular front end to act as my control panel.

            Here is my goal, user types in the Servers IP, which could be changed, "0.0.0.0" to the port that I specify which would be 8080 it brings them to my login page which is the angular front end. once they are authenticated it goes into the dashboard Control Panel to Manage the server, Ip's, etc. However if a user types in "Example.com", even if they type in port 8080 I want it to pull up the Index.hmtl File of "Example.com" not the Angular Cpanel. this would be an actual website with many pages and so on. the Angular portion is really just for server management changing files, updating Emails, and so on. Not sure this has ever been done before in the likes of java, I really just need to have the java App do one thing if its the IP and another if It's a Domain Name.

            Update 03/24/22: Ok after further Research I am trying to achieve something like a Webmin, Plesk, cPanel esk type application. A user could make their website and such with the control panel which I was going to Use Angular combined with Spring boot. those applications will only bring up the login screen if you type in the IP and the specified port, else they are going to load the records and the sites that are required based on what the User has typed in, I don't know if this needs to be Angular passing a String to the Backend with a URL if the URL does not meet the criteria for the login screen to appear, or if there needs to be a different approach here.

            ...

            ANSWER

            Answered 2022-Mar-25 at 19:08

            Ok, so I have found the answer I am looking for is through a proxy, you can get the domain name from the answer in this solution. It seems that what I was looking for in this case is a proxy which is defined in Angular's Documentation here. Once you have these two put together, you can then pass the base URL or really the Entire URL Back to the Spring Boot backend to request the requested resource, however by using the proxy it seems this would not be needed and would just need the Backend to be able to handle requests as they are redirected to the Backend, which would then be passed back to the front end to put together for the client. building an httpserver is done by using this class and can be combined with some others to actually give the requests back to the angular application to then give back to the client.

            Source https://stackoverflow.com/questions/71565662

            QUESTION

            How to create 1 row below 2 colums with CSS Grid?
            Asked 2022-Mar-20 at 13:09

            Using CSS Grid I'm trying to create a blurb layout that has 2 columns at the top with 1 full row below.

            This would allow for FA Icon and Title, with full description underneath, like the image below.

            I think I've got the grid layout, but I'm unsure how to make the width of the top 2 columns (icon and title) shift together and auto-fit to the contents?

            Would this be easier with firebox?

            Thanks,

            CodePen Link

            HMTL

            ...

            ANSWER

            Answered 2022-Mar-20 at 13:09

            Just let the text-block span both columns with grid-column: span 2. See comments within CSS

            Source https://stackoverflow.com/questions/71546811

            QUESTION

            How to remove HTML tag (not a specific tag ) with content from a string in javascript
            Asked 2022-Mar-18 at 06:10

            Is there any way to strip HMTL tag with content in HTML

            example :

            ...

            ANSWER

            Answered 2022-Mar-18 at 05:58

            This should suffice your use-case:

            Source https://stackoverflow.com/questions/71522842

            QUESTION

            does mixed content error mentioning script mean that the problem comes from an HTML
            Asked 2022-Mar-14 at 08:01

            In Google Chrome on Windows, I am seeing a mixed content error it readings something like this:

            Mixed Content: The page at 'https://...' was loaded over HTTPS, but requested an insecure script 'http://...'. This request has been blocked; the content must be served over HTTPS.

            Does the word script in this message imply that what is happening is that either in the initial HMTL payload or sometime later in the DOM via JS a

            ...

            ANSWER

            Answered 2022-Mar-10 at 11:09

            "According to Google, mixed content occurs when HTML on a website loads over a secure HTTPS connection (thanks to a recently installed SSL certificate) but other content, such as images, video content, stylesheets, and scripts, continue to load over an insecure HTTP connection." (Source here)

            You are most likely getting this error because of the above. Something's loading that's http:// ! It doesn't exactly mean if it's requested through a script, it can also come through in regular HTML (sometimes)!

            To track down what's exactly causing this, I'd suggest going to the inspect panel of the Chrome Debugger Then refreshing. In the list of resources that appears, one or more of them will have the status similar to "blocked: Mixed Content". You can then find where it requests that by looking in the Initiator sub-tab or simply doing a Ctrl+F in your code and searching for it, then change it to https:// if applicable.

            Best of luck!

            Source https://stackoverflow.com/questions/71354004

            QUESTION

            How to change the html contents depending upon which button on the page is pressed
            Asked 2022-Mar-08 at 03:12

            When the "more" buttons are pressed on the page, a pop up modal appears with content inside of the modal. I want the text inside of the modal to change depending upon which button is pressed.

            When I press the button "link" I want the html code with the header "one" to be inserted. When I press the linkTwo button I want the html code with the header "two" to be inserted. However, when I press either button all the HTML is inserted. How can I fix this?

            Here's my code:

            ...

            ANSWER

            Answered 2022-Mar-08 at 03:12

            link and linkTwo both exist on the DOM at all times. You are asking the if statement if they exist. Since they do exist, both conditional statements are being met.

            To resolve, pass in the event object to renderList and put that into your if statements:

            Source https://stackoverflow.com/questions/71389319

            QUESTION

            Select specific localization of Wicket message in HTML
            Asked 2022-Feb-16 at 07:39

            Is it possible to force the language of a Wicket message in HTML?

            I have a few wicket pages and generic components that are used both when the user's locale is known and when it is not known. When the locale is not known, I am required to show messages in two official languages (english and german in this example). For now I have made language specific pages for the two languages and a default page for the "unknown" case:

            ...

            ANSWER

            Answered 2022-Feb-16 at 07:11

            There is no such functionality in current Wicket (9.8.0).

            I'd also be hesitant to implement something like WicketMessageResolver! But it would be quite simple to implement with non-auto component (auto-components are all created from markup - ), i.e. with a custom Panel that has two Labels which models use Localizer.get() to get the localized values.

            Source https://stackoverflow.com/questions/71137485

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

            Vulnerabilities

            No vulnerabilities reported

            Install hmtl

            The main dependencies are:. The code works with Python 3.6. A stable version of the dependencies is listed in requirements.txt. You can quickly setup a working environment by calling the script ./script/machine_setup.sh. It installs Python 3.6, creates a clean virtual environment, and installs all the required dependencies (listed in requirements.txt). Please adapt the script depending on your needs.
            AllenNLP
            PyTorch
            SentEval (only for evaluating the embeddings)

            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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            CLONE
          • HTTPS

            https://github.com/huggingface/hmtl.git

          • CLI

            gh repo clone huggingface/hmtl

          • sshUrl

            git@github.com:huggingface/hmtl.git

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