BLINK | Entity Linker solution | Machine Learning library

 by   facebookresearch Python Version: Current License: MIT

kandi X-RAY | BLINK Summary

kandi X-RAY | BLINK Summary

BLINK is a Python library typically used in Artificial Intelligence, Machine Learning, Tensorflow, Bert applications. BLINK 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.

The BLINK architecture is described in the following paper:. In a nutshell, BLINK uses a two stages approach for entity linking, based on fine-tuned BERT architectures. In the first stage, BLINK performs retrieval in a dense space defined by a bi-encoder that independently embeds the mention context and the entity descriptions. Each candidate is then examined more carefully with a cross-encoder, that concatenates the mention and entity text. BLINK achieves state-of-the-art results on multiple datasets.
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            kandi-support Support

              BLINK has a medium active ecosystem.
              It has 1046 star(s) with 220 fork(s). There are 39 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 56 open issues and 34 have been closed. On average issues are closed in 63 days. There are 12 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of BLINK is current.

            kandi-Quality Quality

              BLINK has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              BLINK 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

              BLINK 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.
              It has 9515 lines of code, 289 functions and 61 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed BLINK and discovered the below as its top functions. This is intended to give you an instant insight into BLINK implemented functionality, and help decide if they suit your requirements.
            • Run BLINK
            • Computes the similarity between two entities
            • Prepare the cross encoder candidates
            • Prepare trainencoder data
            • Filters the examples that are in the cross encoder
            • Extract the data from the mention data
            • Get a context representation of a sentence
            • Construct a candidate representation of a candidate description
            • Select a field from a list of data
            • Process mentions from BertRanker
            • Add training arguments
            • Extract data from a text file
            • Evaluate the model
            • Create a list of mentions for the given context
            • Get a list of valid mentions
            • Get top k predictions
            • Perform a scoring algorithm
            • Encodes the candidates
            • Encodes a list of candidates
            • Compute the distance between two entities
            • Generate candidate candidates
            • Arguments for training
            • Read a CONLL file
            • Get a list of datasets
            • Forward computation
            • Fetch documents from Solr
            • Load biencoder model
            • Reads a csv file
            • Rerank the given mentions
            Get all kandi verified functions for this library.

            BLINK Key Features

            No Key Features are available at this moment for BLINK.

            BLINK Examples and Code Snippets

            No Code Snippets are available at this moment for BLINK.

            Community Discussions

            QUESTION

            How to fix animation glitches in Flutter Lottie
            Asked 2022-Mar-30 at 12:09

            I have an app with lots of Lottie animations. They work fine in a Windows UWP app and AirBnB sample Android app. Also look fine in lottiefiles.com online test tool.

            But they are glitchy in Flutter using Lottie for Flutter package. Not all of them, but many, maybe around a third.

            Full source code below, you can try for yourself.

            Glitches are either frame overlaps or blinking, as if there is a gap between frames.

            Glitches are consistent, i.e. always happen in the same place, so does not seem like a performance issue. Also, they are not happening between repeats, but in the middle of the animation, so again not an application issue but seems to be the issue with how they are rendered.

            I have tried loading them as composition from memory with a controller. I have also tried a vanilla asset load to rule out issues with my implementation, and they are behaving the same. The issue appears both in the emulator and the actual phone. So it seems to me it is not caused by the way I implemented but by the Lottie package itself, or perhaps an issue with Lottie JSON that for some reason only affects Android.

            Full example is below. Just paste this into main.dart and add dependency to yaml: lottie: ^1.2.1.

            ...

            ANSWER

            Answered 2021-Nov-05 at 17:12

            I use Lottie for Flutter on my applications and it works well also on emulator or on low-performance phones. The problem can be related to bad converted animations, or you can try to use Lottie.asset(yourjson) to avoid potential network fetch issues.

            Source https://stackoverflow.com/questions/69790294

            QUESTION

            How to plot ICA components extracted from EEG signal?
            Asked 2022-Mar-24 at 10:13

            I'm following the answer to this question and this scikit-learn tutorial to remove artifacts from an EEG signal. They seem simple enough, and I'm surely missing something obvious here.

            The components extracted don't have the same length as my signal. I have 88 channels of several hours of recordings, so the shape of my signal matrix is (88, 8088516). Yet the output of ICA is (88, 88). In addition to being so short, each component seems to capture very large, noisy-looking deflections (so out of 88 components only a couple actually look like signal, the rest look like noise). I also would have expected only a few components to look noisy. I suspect I'm doing something wrong here?

            The matrix of (channels x samples) has shape (88, 8088516).

            Sample code (just using a random matrix for minimum working purposes):

            ...

            ANSWER

            Answered 2022-Mar-24 at 10:13

            You need to run the fit_transform on the transpose of your samples_matrix instead of the samples_matrix itself (so provide a 8088516 x 88 matrix instead of an 88x8088516 to the method).

            Source https://stackoverflow.com/questions/71583770

            QUESTION

            How to open a BasicTextField focused with blinking cursor in it?
            Asked 2022-Mar-18 at 20:21

            I have a BasicTextField in one of my views. I am showing the soft keyboard by default and when I start typing letters on the keyboard, nothing is shown in the BasicTextField, since it has no cursor.

            To make my keyboard actions visible, I have to tap into the TextField, to make the cursor visible. Now, whenI tap on the keyboard, I see the result in the BasicTextField.

            How can I open the BasicTextField with an active blinking cursor in it?

            EDIT: the proposed solution from here did not work for me

            ...

            ANSWER

            Answered 2022-Mar-18 at 20:21

            QUESTION

            How To Set ChromeOptions (or goog:ChromeOptions) for Selenium::Chrome in Perl
            Asked 2022-Mar-18 at 09:33

            In Python, I could easily change the browser "navigator.webdriver" property to false, when using the local chromedriver with my local Chrome browser.

            ...

            ANSWER

            Answered 2022-Mar-18 at 09:33

            Need to use extra_capabilities with goog:chromeOptions

            Source https://stackoverflow.com/questions/71518438

            QUESTION

            How to apply Blink animation on Checkbox text color
            Asked 2022-Mar-04 at 12:53

            I have a blinking method, but this only works for the whole checkbox. I just want to blink the text inside the checkbox. Anyone know how to do this? And also, how can I change the text color when blinking?

            Blink code:

            ...

            ANSWER

            Answered 2022-Mar-04 at 12:04

            You can animate the textColor, it will not affect the box. Here is example to blink the red text

            Source https://stackoverflow.com/questions/71350784

            QUESTION

            Xml - Find Elements By tag using Python and print to console
            Asked 2022-Feb-23 at 20:12

            I'm trying to write a program which will find all the lines containing the XML tag properties "name", "top" and "left" and will write value of this properties in console.

            This is what I got so far:

            ...

            ANSWER

            Answered 2022-Feb-23 at 20:12

            Try changing your for loop to

            Source https://stackoverflow.com/questions/71242297

            QUESTION

            How to know programmatically which is the last object that has the animation
            Asked 2022-Feb-05 at 01:19

            Is there a way for me to know programmatically on which object the CSS animation applies last

            For example,

            ...

            ANSWER

            Answered 2022-Feb-04 at 19:17

            You can try to achieve this using animationend like so :-

            Source https://stackoverflow.com/questions/70991093

            QUESTION

            Selenium 4.x execute "Page.addScriptToEvaluateOnNewDocument" properly
            Asked 2022-Jan-21 at 14:48

            I'm having a strange issue where I really cannot find a solution. My production website needs some testing and of course bot checking is enabled (not naming it).

            Under my tests after using "Page.addScriptToEvaluateOnNewDocument", the result is not what I would expect.

            • If I visit the website directly in the current tab of Chromium, it won't pass the bot checks.
            • If I manually open a new tab and visit the website, it passes the bot checks.

            At first I thought the scripts are not being executed in the current tab, however checking things that I overwrite shows that they are.

            Using this little script I've taken from puppeteer is a PASS in both tabs:

            ...

            ANSWER

            Answered 2022-Jan-21 at 14:48

            I have found out the solution. It's just how it works. Hurray.

            Source https://stackoverflow.com/questions/70680610

            QUESTION

            Is there a more efficient way of looping a countdown timer using the turtle module?
            Asked 2022-Jan-09 at 19:53

            Hey I'm trying to make a simple countdown timer that counts down until my exams. It technically works but the way I've coded the "days" number being written is really inefficient. I had to do it this way though because when I had two texts being written (see code snippet below), the latter one would always blink.

            ...

            ANSWER

            Answered 2022-Jan-09 at 19:53

            You can use time.sleep(1.0) rather than counting the zzz.

            Source https://stackoverflow.com/questions/70644796

            QUESTION

            How to add different placeholder color
            Asked 2022-Jan-09 at 00:41

            ::-webkit-input-placeholder { /* WebKit, Blink, Edge */ color: #909; }

            This code change color of all input placeholder. How to make different placeholder colors for different input fields

            ...

            ANSWER

            Answered 2022-Jan-09 at 00:25

            you need to be more specified:
            if you put ::-webkit-input-placeholder in the CSS, you will select all placeholders... but this is not what we want

            so using :nth-of-type(); a pseudo-class, you can select the wanted one, easily.

            useful documentations:

            so the code will be like this:

            Source https://stackoverflow.com/questions/70637465

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

            Vulnerabilities

            No vulnerabilities reported

            Install BLINK

            The BLINK pretrained models can be downloaded using the following script:. We additionally provide a FAISS indexer in BLINK, which enables efficient exact/approximate retrieval for biencoder model. To build and save FAISS (exact search) index yourself, run python blink/build_faiss_index.py --output_path models/faiss_flat_index.pkl.
            flat index
            hnsw (approximate search) index

            Support

            If the module cannot be found, preface the python command with PYTHONPATH=.
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            https://github.com/facebookresearch/BLINK.git

          • CLI

            gh repo clone facebookresearch/BLINK

          • sshUrl

            git@github.com:facebookresearch/BLINK.git

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