luke | LUKE -- Language | Natural Language Processing library
kandi X-RAY | luke Summary
kandi X-RAY | luke Summary
LUKE (Language Understanding with Knowledge-based Embeddings) is a new pre-trained contextualized representation of words and entities based on transformer. It was proposed in our paper LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention. It achieves state-of-the-art results on important NLP benchmarks including SQuAD v1.1 (extractive question answering), CoNLL-2003 (named entity recognition), ReCoRD (cloze-style question answering), TACRED (relation classification), and Open Entity (entity typing). This repository contains the source code to pre-train the model and fine-tune it to solve downstream tasks.
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Top functions reviewed by kandi - BETA
- Perform pretraining
- Create parameters for optimizer parameters
- Generate batches from queue_func
- Create a LSTrainingModel
- Process an example
- Return True if token is a subword
- Returns a list of mentions found in the given tokens
- Encodes tokens_a and tokens_b
- Run the experiment
- Evaluate a trained model
- Evaluate transformerers in a checkpoint
- Example example
- Performs a forward computation
- Builds a multilingual entity vocabulary
- Compute entity disambiguation output
- Run the analysis
- Forward a single entity
- Convert allennlp faces into a HuggingFace model
- Perform the forward computation
- Convert a checkpoint
- Calculate precision - recall curve
- Performs the forward computation
- Train the model
- Load model from a JSON file
- Return a list of all paragraphs of the given page
- Convert a Lukegy model to a hugger model
- Evaluate a model
luke Key Features
luke Examples and Code Snippets
Community Discussions
Trending Discussions on luke
QUESTION
How would I get the total of the numbers in the vector of MAXARR? The code below only sort the vector but I want to know how to the sum of the left part of each array by getting the sum. But I have no clue where to even begin.
This is the code to used to sort vector:
...ANSWER
Answered 2022-Apr-01 at 17:28How would I get the total of the numbers in the vector of MAXARR?
Use std::accumulate to add up the values.
Use std::stoi to convert the string version of the number to an integer.
QUESTION
Component profile.component.ts
is a child component and is trying to bind a dummy model which is shown below.
ANSWER
Answered 2022-Apr-01 at 06:54If you want to use the | async
pipe it will only work on an Observable.
In your case this.objName
is not an observable. this.objName
is a value from property Firstname
on object j
which was emitted. You are trying to treat a single value as an observable - that's not how this works. Follow my example for better understanding on this.
Also try to use camelCase instead of PascalCase when naming properties (e.g FirstName
to firstName
).
QUESTION
I have two columns. Column A and B.
Column A Column B Mark Orange Sarah Apple, Orange Sarah Apple, Orange Luke Apple, Lemon Jane AppleColumn A contains duplicates, 'Sarah' in this example, which I wish to keep included in the table. I've been trying to count how many 'Apple' are in column B. While counting Sarah only once.
I'm really stuck here. I figured how to apply a formula but only for each cell individually.
How to count unique values for column A "=COUNTUNIQUE(A1:A2)" and how to count the apple in column B with "=COUNTIF(B1:B2, " * Apple * ")"
But I wasn't able to find any answers in regards to counting both column A and B after they meet their criteria.
The count should be 3 but I'm stuck with 4 instead.
Any help would be appreciated. Thank you.
EDIT: @Harun24HR solved it! Thank you very much! I'll delete the sheet but I wanted to share a screenshot of the table and solution in case anyone needs it. Solution number one Solution number two
...ANSWER
Answered 2022-Mar-27 at 03:20You may use UNIQUE()
function like-
QUESTION
There is a similar thread and I like one of the answers there, the one using shell. But it seems to connect to a running instance of mongo.
In my case, there's no running instance, the Mongo db is somewhere else and I can't figure out how to connect to it using this script. I guess i would need a way to add a connection string to an outside MongoDB using an approach similar to the one below.
How to connect Mongodb from Excel
This is the answer
The Shell Approach Pretty much anything that interfaces with the Command Line can be accessed with Shell.
Here's a bare-bones example that connects to a running MongoDB instance and prints a query to the Immediate Window. You'll need to add a reference to the Windows Script Host Object Model.
...ANSWER
Answered 2022-Feb-27 at 18:19To connect to an external MongoDB, simply adjust the Windows Shell call to point to external address. Per MongoDB docs, mongo
by itself defaults to localhost at port 27017. For a remote host, adjust these defaults.
Using connection string:
QUESTION
I am using bootstrap select in my page and I need it to be empty by default (and value="")
when the page loads (it is a required field so when the user submits the form, the validation message will appear in case it's empty).
It actually works but it looks weird/odd/too flat:
And this would be the desired result:
I have used this attribute to make the select look empty: data-none-selected-text=""
and it actually looks empty but too flat.
If I remove that attribute, I'll get this Nothing selected
placeholder which I don't want:
How can I make the design consistent and keep the same size whether something is selected or not?
...ANSWER
Answered 2022-Feb-01 at 16:52You can overwrite default bootstrap class and make an exception for this scenario.
QUESTION
I'm trying to sort an Array type data recursively.
Here's the data structure.
...ANSWER
Answered 2022-Jan-09 at 15:38Basically you can change the order of a and b sort params depending on the order
param you pass to your custom function. Then also based on the type of current param (string or number) you use different types of sort method.
QUESTION
Let's say I have a MySQL table defined like this:
...ANSWER
Answered 2021-Oct-15 at 12:11Without prior knowledge about how MySQL works internally, there is no reason to assume that an index on just ts
can be used to order by ts, primary_1
without doing an additonal (file)sort on primary_1
. Imagine e.g. the edge case that all values for ts
are the same - the index will just give you all rows, which you then have to sort by primary_1
.
Nevertheless, MySQL can make use of some additional information: InnoDB stores secondary indexes in a way that includes the primary key columns (to be able to find the actual row in the table). Since that information is there anyway, MySQL can just make use of it - and it does, by using Index Extensions. This basically extends the index ts
to an index ts, primary_1, primary_2
.
So this technical trick allows you to use the index on ts
to order by ts, primary_1, primary_2
. But since there is always a "but", here is the "but":
Use of index extensions by the optimizer is subject to the usual limits on the number of key parts in an index (16) and the maximum key length (3072 bytes).
The index on ts, primary_1, primary_2
would be longer than 3072 bytes. You can e.g. also not create such an index manually. So this extension doesn't work anymore, and MySQL falls back to treating the index on ts
like an index on just ts
.
So why does it work for order by ts, primary_1
? Well, even if, for those technical reasons, MySQL cannot create an internal index on ts, primary_1, primary_2
, it could at least do it for ts, primary_1
without running into technical problems. MySQL actually doesn't do that though - but the MariaDB developers implemented this trick, so I assume you are actually using MariaDB. Nevertheless, the length restriction of 3072 still applies, so your order by both primary columns still won't work.
What can you do?
If you can shorten your primary keys a bit, the index extension would work again. Primary keys that long (and of that type) are uncommon and unpractical anyway (not only for this use case), so maybe you can find a different primary key for your table.
If that is not an option, you may be able to utilize some prior knowledge about your data distribution, e.g. if you know that at most 10 values for ts
can be the same, you can first pick the first n+10 rows (using the index), then order only those by the primary keys. If you usually only show the first few pages, this might speed up your specific situation. But you may want to ask a separate question for it with specific details.
QUESTION
in the following code i want to extract the value of book,chapter and ver and concatenate from the each drop down menu.So, please do help me on where should I implement the concatenation of three string and get them as one value. For an example : if book= john, chapter=3, and ver=16, I should be able to get "john 3:16".
...ANSWER
Answered 2021-Sep-29 at 07:23Just book+" "+chapter+":"+verse
should do it. It's elementary string concatenation.
QUESTION
I'm new to React and having some trouble displaying the data I want. I'm building a very basic search and filter app and I'm stuck. All of the data is coming from App.js
I can search by "name" just fine. I'm having trouble filtering by "name", "dob" and "gender".
How do I do that correctly with the code I have?
App.js
...ANSWER
Answered 2021-Sep-25 at 23:40From what I understand you want to check if the keyword
is matching name
, dob
, or gender
. You need to modify your filter
function like this, you just need to check if the keyword is matching any of the three desired properties.
QUESTION
I have a dataset with three columns:
...ANSWER
Answered 2021-Sep-12 at 23:19Split columns and .drop_duplicates
on data frame to remove duplicates and then append
it back:
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