CBLUE | 中文医疗信息处理基准CBLUE : A Chinese Biomedical Language | Natural Language Processing library

 by   CBLUEbenchmark Python Version: Current License: Apache-2.0

kandi X-RAY | CBLUE Summary

kandi X-RAY | CBLUE Summary

CBLUE is a Python library typically used in Artificial Intelligence, Natural Language Processing, Deep Learning, Pytorch, Bert applications. CBLUE has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However CBLUE build file is not available. You can download it from GitHub.

For promoting the development and the application of language model in the biomedical field, we collect data from real-world biomedical scenarios and release the eight biomedical NLU (natural language understanding) tasks, including information extraction from the medical text (named entity recognition, relation extraction), normalization of the medical term, medical text classification, medical sentence similarity estimation and medical QA.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              CBLUE has a low active ecosystem.
              It has 540 star(s) with 107 fork(s). There are 17 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 8 have been closed. On average issues are closed in 17 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of CBLUE is current.

            kandi-Quality Quality

              CBLUE has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              CBLUE is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              CBLUE releases are not available. You will need to build from source code and install.
              CBLUE has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed CBLUE and discovered the below as its top functions. This is intended to give you an instant insight into CBLUE implemented functionality, and help decide if they suit your requirements.
            • Load a pre - trained model from a pretrained model .
            • Main function for the script .
            • Get the outputs from the classifier .
            • Converts examples to features .
            • Convert examples to features .
            • Train the model .
            • Perform a single step .
            • Loads weights from a TensorFlow checkpoint file .
            • Evaluate the model .
            • Tokenize text .
            Get all kandi verified functions for this library.

            CBLUE Key Features

            No Key Features are available at this moment for CBLUE.

            CBLUE Examples and Code Snippets

            No Code Snippets are available at this moment for CBLUE.

            Community Discussions

            QUESTION

            (Autohotkey) Problem concerning GUI vertical progress bar not moving vertically(up and down) but horizontally as it does at horizontal Progresbar
            Asked 2021-Mar-08 at 14:20

            As the title says, I encountered unexpected matter which is strange.

            I am writing the code below to make many progress bars on the screen. The important thing is I want it to move from up to down and vice versa. But even though these ones are looking like vertical bar, it's not moving vertically. It progresses from left to right. I want to make it move from bottom to the top.

            Hope anybody know the answer. Thanks

            ...

            ANSWER

            Answered 2021-Mar-08 at 14:20

            You need to specify that it's a vertical progress bar, like so

            Source https://stackoverflow.com/questions/66521177

            QUESTION

            git log specific file with pretty format
            Asked 2020-Nov-16 at 23:25

            I don't understand how to fix on cmd or powershell

            ...

            ANSWER

            Answered 2020-Nov-16 at 23:25

            I believe you have your options mixed up with the log file itself... You're trying to write to a custom log file. The log file needs to be at the end and "written to" using >.

            Source https://stackoverflow.com/questions/64865531

            QUESTION

            Quaternions rotation has a weird behaviour (Haskell OpenGL)
            Asked 2020-Jul-11 at 23:50

            I've been following the Haskell OpenGL tutorial. Rotations in a 3D space intrigued me so I started learning about Euler angles and finally, quaternions.

            I wanted to implement my own function using quaternions to perform a rotation (on a cube), I've based myself on those two papers: mostly this one and this one.

            My function works fine when I'm performing a rotation on only one axis, but when I do it on X and Y for example, the cube start to randomly go forward and being "blocked" when it rotates.

            Video of the cube performing rotation on XY.

            When I set the three axis (X, Y, Z), it zooms even more (but doesn't have that weird blocking thing): video.

            Here is the code of my program:

            Here is the main file that creates a window, set idle function and outputs result of rotation by angle A on the screen where A is increment by 0.05 at each frames.

            ...

            ANSWER

            Answered 2020-Jul-11 at 23:50

            The second paper about rotations by quaternions that you point to has this sentence:

            “(x̂, ŷ, ẑ) is a unit vector that defines the axis of rotation.”.

            So the quaternion has to be normalized, the sum of components squared being equal to 1.

            So for example if you have all 3 axis involved, it has to be (cos θ/2, r3sin θ/2, r3sin θ/2, r3*sin θ/2) where r3 is the reciprocal of the square root of 3. This is how I would explain that the rotation results you mention at the end of your post fail to conserve the length of the vector when several axis are involved.

            The critical piece is thus this line in function rotate3f:

            Source https://stackoverflow.com/questions/62850064

            QUESTION

            Autohotkey Strike through text and change color on button press
            Asked 2020-Jun-24 at 11:25

            how do i change the color of a text on gui and strike it through after i pressed a key (e.g. strike through and change color of "Test" to green after pressing F2)?

            ...

            ANSWER

            Answered 2020-Jun-24 at 11:25

            Please see the help documentation for adjusting the font with GuiControl. Additionally, Gui , Font shows the various options that can be adjusted.

            I added a variable ("vTest") to identify the text control so that it can be manipulated by GuiControl.

            Source https://stackoverflow.com/questions/62542144

            QUESTION

            How do I make python 3.7 print out colored text?
            Asked 2020-May-22 at 18:57

            I am new to programming as a whole, however I have been able to write up a basic game in python. I have not been able to print colored text into the powershell on windows 10, it's cmd, or in the IDLE python came with. Although it does not crash my code, I would like my game to print out colored text, so i need to make a method that can do that.

            ...

            ANSWER

            Answered 2018-Oct-17 at 18:16

            You can print out coloured text in windows cmd like this(changes colour of whole cmd):

            Source https://stackoverflow.com/questions/52860733

            QUESTION

            Creating git aliases
            Asked 2020-Apr-20 at 05:29

            I am trying to add the following aliases in ubuntu

            ...

            ANSWER

            Answered 2019-Sep-26 at 09:40

            You should set the alias in your git aliases and use it from the command line

            You can directly edit the configuration file or do it from CLI:

            Git Alias

            Use the git config --global alias. in order to add git alias

            Source https://stackoverflow.com/questions/58112788

            QUESTION

            Random Color for each row in a list view from array of colors
            Asked 2020-Apr-18 at 11:52

            I am setting the background color for each row in my customadapter as

            ...

            ANSWER

            Answered 2020-Apr-18 at 11:52
              if (position%4 == 0){
                         // set convertView Background          
                    } else if (position%4 == 1){
                        // set convertView Background  
                    } else if (position%4 == 2){
                        // set convertView Background  
                    } else if (position%4 == 3){
                        // set convertView Background  
                    }
            

            Source https://stackoverflow.com/questions/41455874

            QUESTION

            Why does the command "git fetch -p" brings the same branch as deleted and new branch at the same time?
            Asked 2020-Feb-14 at 17:32

            I have a weird "issue" (is not affecting me at all because the branch does exists locally and remote) and I am curious about it. I am not sure if this is a configuration I am missing or I do have but as I said is really weird.

            Each time I do git fetch -p I got the branch [deleted] and [new branch] and the only difference is a capital letter in front of the branch name as shown in the example below:

            ...

            ANSWER

            Answered 2020-Feb-14 at 17:32

            origin/hotfix/DISPUTELAB-4991 is clearly totally different from origin/Hotfix/DISPUTELAB-4991, in the same way that Polish and polish are two completely different words.1

            Git understands this fact and handles it correctly. Your OS, on the other hand, insists that hotfix and Hotfix are the same. So you get weirdness around this case.

            Git sometimes stores these names in a text file, where they are different, the way Linus Torvalds and Git intend them to be. But sometimes Git stores these names in folder-and-file-names on disk, and then they become the same. The core.ignorecase setting will not help, for two reasons:

            1. It is purely informative: it tells Git about your system, but does not actually change anything Git does with file names. (It probably should, but doesn't.)
            2. It's only used for files extracted from commits into your work-tree, not for branch names, tag names, remote-tracking names, and other such references.

            Git needs—and is gradually growing2—some better handling of file names inside repositories for these cases. It also badly needs, but is not getting, better handling of branch and other reference names. Because of this second issue, it's best to just use all lowercase letters for all branch, tag, and other names. Just pretend uppercase does not exist: avoid it and you'll never find Git behaving weirdly on case-folding systems.

            1The sentence "the Polish man applied shoe polish" makes sense; the variant with "the polish man applied shoe Polish" veers off into the weeds at the last moment. :-)

            2This is linked to the ongoing sparse-checkout work. That's one way to handle the problem, and it generalizes to other problems we encounter when using Git on both Linux and MacOS, for instance, with MacOS's insistence on normalizing file names like schön, although I think it's still not really quite right.

            Source https://stackoverflow.com/questions/60228212

            QUESTION

            Find points inside the intersection of polygons in PostgreSQL/PostGIS
            Asked 2019-Jun-25 at 12:05

            I want to find the points inside the intersection (Figure 1) of polygons in PostgreSQL.

            Figure 1 example

            I use psycopg2 and the code that I used is:

            ...

            ANSWER

            Answered 2019-Jun-25 at 12:05

            demo:db<>fiddle (of your query, with your polygons, own points),

            visualisation of the situation (maybe Chrome necessary)

            ST_Intersects() only checks if the two given polygons share some space. It is true, they share. But there is no part within your query that includes the check with the points. You only call the intersection check but without any usage of your point column.

            I believe you need to calculate the intersection polygon (ST_Intersection()) instead of only check for its existance. After that you can take this result to check whether your points are in it or not (ST_Contains()):

            Pseudocode:

            Source https://stackoverflow.com/questions/56752254

            QUESTION

            Checkout merge request branch without adding remote
            Asked 2019-Jun-21 at 14:30

            I love the tool for GitHub called Hub, but I can't use it at work with my company's GitLab server. GitLab's solution is to provide these instructions when I want to check out a merge request branch for review:

            Step 1. Fetch and check out the branch for this merge request

            ...

            ANSWER

            Answered 2019-Apr-01 at 18:28

            Ultimately your manual solution is adding two config values; you could do that with the git config command rather than editing the file directly. I realize that's not quite what you meant, but it's probably an easier-to-script way of looking at what you're doing. (Especially given that you probably only have one remote URL; or, if not 1, few enough that you could create an alias for each if need be.)

            The other way to look at this is, git's support for frequently accessing the repo at a given URL is to add a remote. You've rejected this because it would include the remote tracking refs in the definition of log's --all argument (and similar); but instead, you could reconsider what arguments you use. For example if you added gitlab as a remote named gitlab, you could then

            Source https://stackoverflow.com/questions/55459146

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

            Vulnerabilities

            No vulnerabilities reported

            Install CBLUE

            The modules of Data Processor, Model trainer could be found in cblue/. You can easily construct your code, train and evaluate your own models and methods. The corresponding Data Processor, Dataset, Trainer of eight tasks are listed below:.
            We list the hyper-parameters of every tasks during the baseline experiments. Hyper-parameters for the training of pre-trained models with a token classification head on top for named entity recognition of the CMeEE task. Hyper-parameters for the training of pre-trained models with a token-level classifier for subject and object recognition of the CMeIE task. Hyper-parameters for the training of pre-trained models with a classifier for the entity pairs relation prediction of the CMeIE task. Hyper-parameters for the training of pre-trained models with a sequence classification head on top for screening criteria classification of the CHIP-CTC task. Hyper-parameters for the CHIP-CDN task. We model the CHIP-CDN task with two stages: recall stage and ranking stage. num_negative_sample sets the number of negative samples sampled for the training ranking model during the ranking stage. recall_k sets the number of candidates recalled in the recall stage. Hyper-parameters for the training of pre-trained models with a sequence classifier for the ranking model of the CHIP-CDN task. We encode the pairs of the original term and standard phrase from candidates recalled during the recall stage and then pass the pooled output to the classifier, which predicts the relevance between the original term and standard phrase. Hyper-parameters for the training of pre-trained models with a sequence classifier for the prediction of the number of standard phrases corresponding to the original term in the CHIP-CDN task. We take the prediction results of the model as the number we choose from the most relevant standard phrases, combining with the prediction of the ranking model. Hyper-parameters for the training of pre-trained models with a sequence classifier for sentence similarity predication of the CHIP-STS task. Hyper-parameters for the training of pre-trained models with a sequence classifier for query intention prediction of the KUAKE-QIC task. Hyper-parameters for the training of pre-trained models with a sequence classifier for query-title pairs relevance prediction of the KUAKE-QTR task. Hyper-parameters for the training of pre-trained models with a sequence classifier for query-query pairs relevance prediction of the KUAKE-QQR task.

            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 .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/CBLUEbenchmark/CBLUE.git

          • CLI

            gh repo clone CBLUEbenchmark/CBLUE

          • sshUrl

            git@github.com:CBLUEbenchmark/CBLUE.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link