tagging | ready framework for the emerging semantic tagging | Natural Language Processing library
kandi X-RAY | tagging Summary
kandi X-RAY | tagging Summary
An experimental comparison of deep and simple models for semantic tagging. 21 distinctive datasets were used and they are available under folder data/. The datasets can also be used for broader NLP tasks including text/intent classification and information extraction. Update 03/25/2021: added example usage for non-programmers and programmers.
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Top functions reviewed by kandi - BETA
- Train the model
- Gets input examples from a batch
- Get all inputs
- Convert examples to features
- Evaluate the model
- Get test examples
- Reads a csv file
- Create input examples
- Compute the embedding of X
- Embed a batch of texts
- Predict the given examples
- Compute the F1 score
- Count the words in the dataset
- Mean distance between two points
- Format a function line
- Returns a list of threds that contains threds
- Project a batch of texts
- Calculate the maximum load balancer
- Logs the data to a csv file
- Plot a bar chart
- Load examples
- Loads training data
- Fetune a csv file
- Write log to csv
- Split the data into two csv files
- Writes predictions to a csv file
- Extract data from the given typename
tagging Key Features
tagging Examples and Code Snippets
Community Discussions
Trending Discussions on tagging
QUESTION
In a C++ console application on windows, i'm trying to break the MAX_PATH restriction for the SetCurrentDirectoryW function.
There are many similar questions already asked but none got a usable answer:
- How to enable "Long Path Aware" behavior via manifest in a C++ executable?
- Are long path behavior per app can be enable via the manifest?
Apparently this might be possible by using application manifest files. The docs for SetCurrentDirectoryW state:
Tip Starting with Windows 10, version 1607, for the unicode version of this function (SetCurrentDirectoryW), you can opt-in to remove the MAX_PATH limitation. See the "Maximum Path Length Limitation" section of Naming Files, Paths, and Namespaces for details.
And from the general docs about Manifests:
Manifests are XML files that accompany and describe side-by-side assemblies or isolated applications. ... Application Manifests describe isolated applications. They are used to manage the names and versions of shared side-by-side assemblies that the application should bind to at run time. Application manifests are copied into the same folder as the application executable file or included as a resource in the application's executable file.
The docs about Assembly Manifests point out the difference to Application Manifests once more:
As a resource in a DLL, the assembly is available for the private use of the DLL. An assembly manifest cannot be included as a resource in an EXE. An EXE file may include an Application Manifests as a resource.
The docs about Application Manifests list the assembly and assemblyIdentity elements as required:
The assembly element requires exactly one attribute:
- manifestVersion
- The manifestVersion attribute must be set to 1.0.
- manifestVersion
The assemblyIdentity element requires the following attributes:
- type
- The value must be Win32 and all in lower case
- name
- Use the following format for the name: Organization.Division.Name. For example Microsoft.Windows.mysampleApp.
- version
- Specifies the application or assembly version. Use the four-part version format: mmmmm.nnnnn.ooooo.ppppp. Each of the parts separated by periods can be 0-65535 inclusive. For more information, see Assembly Versions.
- type
All other elements and attributes seem to be optional.
Additional requirements for the assembly element are:
Its first subelement must be a noInherit or assemblyIdentity element. The assembly element must be in the namespace "urn:schemas-microsoft-com:asm.v1". Child elements of the assembly must also be in this namespace, by inheritance or by tagging.
Finally, there's the longPathAware element which is optional but which should hopefully allow SetCurrentDirectoryW to use long paths:
Enables long paths that exceed MAX_PATH in length. This element is supported in Windows 10, version 1607, and later. For more information, see this article.
The section in the docs shows this example xml manifest:
...ANSWER
Answered 2022-Mar-24 at 13:16The manifest applies to your application, it allows you to opt in to long path support.
However, long path support must also be enabled system wide. This is the group policy "Computer Configuration > Administrative Templates > System > Filesystem > Enable Win32 long paths".
QUESTION
We are using Knockout.js (v3.5.0) and its TypeScript definitions. They worked OK until TypeScript 4.6.2. However the problem seems to be "deeper" than in the definitions file. It seems that there was some change in TypeScript in handling a boolean type. So rather than tagging this question as Knockout.js problem, I created small example of code inspired by the Knockout d.ts that illustrates the problem:
...ANSWER
Answered 2022-Mar-08 at 13:13According to the user who has responded to the Github issue (https://github.com/microsoft/TypeScript/issues/48150) the Typescript 4.6 compilation error is expected:
I believe this is a correct error which was not handled properly in old versions. The generic parameter T is invariant as it is used in both a covariant position () => T and a contravariant position (value: T) => any.
which is indeed true. Since user helped solve the problem, for sake of completeness I will try to rephrase and summarize his comments here.
The first proposed solution solves the problem only partially:
QUESTION
I have 3 tables. User Accounts, IncomingSentences and AnnotatedSentences. Annotators annotate the incoming sentences and tag an intent to it. Then, admin reviews those taggings and makes the corrections on the tagged intent.
DB-Fiddle Playground link: https://dbfiddle.uk/?rdbms=postgres_14&fiddle=00a770173fa0568cce2c482643de1d79
Assuming myself as the admin, I want to pull the error report per annotator.
My tables are as follows:
User Accounts table:
userId userEmail userRole 1 user1@gmail.com editor 2 user2@gmail.com editor 3 user3@gmail.com editor 4 user4@gmail.com admin 5 user5@gmail.com adminIncoming Sentences Table
sentenceId sentence createdAt 1 sentence1 2021-01-01 2 sentence2 2021-01-01 3 sentence3 2021-01-02 4 sentence4 2021-01-02 5 sentence5 2021-01-03 6 sentence6 2021-01-03 7 sentence7 2021-02-01 8 sentence8 2021-02-01 9 sentence9 2021-02-02 10 sentence10 2021-02-02 11 sentence11 2021-02-03 12 sentence12 2021-02-03Annotated Sentences Table
id annotatorId sentenceId annotatedIntent 1 1 1 intent1 2 4 1 intent2 3 2 2 intent4 4 3 4 intent4 5 1 5 intent2 6 3 3 intent3 7 5 3 intent2 8 1 6 intent4 9 4 6 intent1 10 1 7 intent1 11 4 7 intent3 12 3 9 intent3 13 2 10 intent3 14 5 10 intent1Expected Output:
I want an output as a table which provides the info about total-sentences-annotated-per-each editor and the total-sentences-corrected-by-admin on top of editor annotated sentences. I don't want to view the admin-tagged-count in the same table. If it comes also, total-admin-corrected should return 0.
...ANSWER
Answered 2022-Feb-15 at 15:50Because sentence_id might be reviewed by different users (role), you can try to use subquery (INNER JOIN between user_accounts & annotated_sentences) with window function + condition aggregate function, getting count by your logic.
if you don't want to see admin count information you can use where filter rows.
QUESTION
AWS does let you add tags to an existing S3 bucket, using the console, or this http api for instance: https://docs.aws.amazon.com/AmazonS3/latest/API/API_PutObjectTagging.html
But rather than use the HTTP API directly, is there any way to use the ruby AWS SDK v3 to add (or remove?) tags to an existing S3 object?
I haven't been able to figure it out.
...ANSWER
Answered 2022-Feb-10 at 17:46OK, answering my question, I eventually found a method on Aws::S3::Client
QUESTION
was looking at this V8 design doc where it has a section for Constant Pool Entries
it says
Constant pools are used to store heap objects and small integers that are referenced as constants in generated bytecode. and
... Small integers and the strong referenced oddball type’s have bytecodes to load them directly and do not go into the constant pool.
So I am confused: are small integers pooled or not?
My understanding is that it is not worth it pooling small integers if sizeof(int) < sizeof(int *) - because it is cheaper to just copy the actual integer instead of copying the pointer that points to the integer in the constant pool. Also variables that hold integers can be optimised to be stored directly in CPU registers and skip being allocated in memory first.
Also, are they located on the V8 heap or the stack? My understanding had always been that smis are just be the immediate values allocated on the stack instead of being a pointer + an integer allocated on heap. Also if you take a heap snapshot using chrome devtool you cannot find smis in the heap snapshot - only heap number such as big integers or double like 3.14 are on the heap until I saw this article https://v8.dev/blog/pointer-compression#value-tagging-in-v8
JavaScript values in V8 are represented as objects and allocated on the V8 heap, no matter if they are objects, arrays, numbers or strings. This allows us to represent any value as a pointer to an object.
Now I am just baffled - are smis also allocated on the heap?
...ANSWER
Answered 2022-Jan-17 at 12:37V8 developer here.
are small integers pooled or not?
They are not (at least not right now). That said, this is a small implementation detail and could be done either way: it would totally be possible to use the constant pool for Smis. I suppose the decision to build special machinery for Smis (instead of reusing the general-purpose constant pool) was made because things turned out to be more efficient that way.
it is not worth it pooling small integers if
sizeof(int) < sizeof(int *)
The details are different (a Smi is not an int, and constant pool slots are referenced by index rather than C++ pointer), but this reasoning does go in the right direction: avoiding indirections can save time and memory.
are smis also allocated on the heap?
Yes, everything is allocated on the heap. The stack is only useful for temporary (and sufficiently small) things; that's largely unrelated to the type of thing.
The "trick" of Smis is that they're not stored as separate objects: when you have an object that refers to a Smi, such as let foo = {smi: 42}, then the value 42 can be smi-encoded and stored directly inside the "foo" object (whereas if the value was 42.5, then the object would store a pointer to a separate "HeapNumber"). But since the object is on the heap, so is the Smi.
@DanielCruz
What I understand [...] is that constant small integers are pooled. Variable small integers are not.
Nope. Any literal that occurs in source code is "constant". Whether you use let or const for your variables has nothing to do with this.
QUESTION
I am working on building a custom NER using spacy for recognizing new entities apart from spacy's NER. Now I have my training data to be tagged and added using spacy.Example. I am using the BILOU scheme. My doubt is that I have entities which have more than 3 words. For example:
...ANSWER
Answered 2021-Dec-27 at 07:00The tagging you have is correct while all outside words which are not entities would be marked with O.
The model will be depending on the same order within the entity to match it towards a previous entity of the same name, ex:
QUESTION
How do I avoid tagging css to the below code. I've tried a few things e.g. tried first:child but that didnt seem to work. I would just like the outer lis to be red not the second lis within the parent li
...ANSWER
Answered 2021-Dec-05 at 09:25you can use just classes to separate each one of them
QUESTION
Consider the example of a typed decorator bound to certain classes.
...ANSWER
Answered 2021-Nov-23 at 10:59What about this? It is shorter than the full signature:
QUESTION
Is there a way that the alternative row colouring can be maintained after sorting? My treeview has 2,000+ rows and would like to know if there is any solution other than retagging all the rows each time a column is sorted. When you click on any column, the row colouring gets mixed up.
Environment: Python 3.10.0 Windows 21H1
...ANSWER
Answered 2021-Oct-31 at 15:59The solution is to retag all of the items. The treeview widget can retag a couple thousand rows in a tiny fraction of a second.
Here's a simple example. It assumes you don't have items nested under other items. If you do, it's fairly straightforward to account for that.
QUESTION
I've got this huge dataset of 300.000 articles and I wanted to use Spacy's en_core_web_sm to do Tokenization, POS tagging, lemmatization, syntactic dependencies and NER. However my pc keeps running out of RAM. Is there a way in which I can change my code to process the data in chunks?
This is the dataset: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/ULHLCB
This is what I;m using:
...ANSWER
Answered 2021-Oct-31 at 04:42The problem is you aren't going to be able to keep all the Docs (spaCy output) in memory at the same time, so you can't just put the output in a column of a dataframe. Also note this is not a spaCy issue, this is a programming issue.
You need to write a for loop and put your processing in it:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install tagging
You can use tagging like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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