pegasus | Extracted Gap-sentences for Abstractive SUmmarization | Machine Learning library
kandi X-RAY | pegasus Summary
kandi X-RAY | pegasus Summary
Pre-training with Extracted Gap-sentences for Abstractive SUmmarization Sequence-to-sequence models, or PEGASUS, uses self-supervised objective Gap Sentences Generation (GSG) to train a transformer encoder-decoder model. The paper can be found on arXiv. ICML 2020 accepted.
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Top functions reviewed by kandi - BETA
- Generate string features for a pretraining parser .
- Creates the hyperparameters for pegasus_large_params .
- Beam search loop .
- Construct a new HParams .
- Left - to - right decoding .
- Returns a function that returns the estimator model .
- Evaluate text evaluation .
- Processes logits .
- Creates a function for pretraining evaluation .
- Load trainable variables from checkpoint .
pegasus Key Features
pegasus Examples and Code Snippets
public class SimpleMessage {
public String message;
public String from;
}
import java.io.BufferedReader;
import java.io.InputStreamReader;
import com.rabbitmq.client.ConnectionFactory;
import pegasus.eventbus.amqp.AmqpEventManager;
import
public class SimpleMessage {
public String message;
public String from;
}
import java.io.BufferedReader;
import java.io.InputStreamReader;
import com.rabbitmq.client.ConnectionFactory;
import pegasus.eventbus.amqp.AmqpEventManager;
import
import pegasus.eventbus.client.EventHandler;
import pegasus.eventbus.client.EventManager;
import pegasus.eventbus.client.EventResult;
import pegasus.eventbus.client.SubscriptionToken;
public class RequestMessageHandler implements
Community Discussions
Trending Discussions on pegasus
QUESTION
My code should make the Parrot
class randomly choose only one method of speaking, what the code currently does is repeat all the lines at the same time.
- Current output
ANSWER
Answered 2022-Mar-07 at 14:39That's because you call all methods in the choice()
call.
Choose the method first, and then call it.
QUESTION
I tried to use the transformers PegasusTokenizer
from_pretrained
method to load the "google/pegasus-large" tokenizer:
ANSWER
Answered 2022-Feb-06 at 17:16The solution was to install sentencepiece
package and restart the kernel of the python notebook.
QUESTION
I'm having an issue using the Windows credential manager in a project. I am using it to replace the username and password on the connectionString in my appsettings, and in the development and QA environments everything works fine, but in the production environment (which I don't have complete access to) it does not. The issue is its returning empty string when I load the credentials from the target.
Here is where I am loading it:
...ANSWER
Answered 2022-Feb-03 at 18:18As @richard-deeming pointed out, the its because the user running the application does not have access to the credentials stored since they were stored under a different account than the one running the service. Look at his comment for more detail.
QUESTION
Goal: Amend this Notebook to work with Albert and Distilbert models
Kernel: conda_pytorch_p36
. I did Restart & Run All, and refreshed file view in working directory.
Error occurs in Section 1.2, only for these 2 new models.
For filenames etc., I've created a variable used everywhere:
...ANSWER
Answered 2022-Jan-13 at 14:10When instantiating AutoModel
, you must specify a model_type
parameter in ./MRPC/config.json
file (downloaded during Notebook runtime).
List of model_types
can be found here.
Code that appends model_type
to config.json
, in the same format:
QUESTION
I recently encountered a roadblock following a deep learning tutorial on youtube (entire code can be found here). I'm having a problem with part 4.4. The goal is to return a dictionary of article summaries for certain stocks (their tickers are in a list: monitered_tickers).
...ANSWER
Answered 2022-Jan-10 at 05:17Your article length might exceed the model max input length. Use:
QUESTION
My code looks something like this at the moment:
...ANSWER
Answered 2022-Jan-06 at 17:40Perhaps there is a better solution, but you could use the parameter optionsAfterRender in the Options binding in order to modify the tag:
QUESTION
I am trying to create a question/answer program where the program asks a question from a file and then compares the answer but when I write the right one it still tells that its wrong.
...ANSWER
Answered 2021-Dec-29 at 09:47The is because, when using readlines()
it gives your a list of string ending by \n
char, so the answer string becomes A\n
that is different of A
. Also sometimes there is a space before answer letter. Use str.strip()
to remove both
QUESTION
There is class called Player and has std::vectorstd::shared_ptr library vector. In the int main part, I created objects called Soldier, Pegasus, Guard. I wanna pass this object into a vector in one line. How can I do that? Basically, I wanna create a player1 deck of card vector and pass the objects into that vector.
...ANSWER
Answered 2021-May-30 at 13:30#include
class Card{
};
class Creature : public Card
{
private:
std::string name;
int a, b, c;
bool d, e;
char f;
public:
Creature(std::string name, int a, int b, int c, bool d, bool e, char f) : Card(), name(name), a(a), b(b), c(c), d(d), e(e), f(f) {};
};
class Player{
private:
using Cards = std::vector>;
Cards library;
public:
Player(Cards cards): library(cards){}
};
int main(){
std::shared_ptr Soldier = std::make_shared("Soldier", 0, 1, 1, false, false, 'W');
std::shared_ptr Guard = std::make_shared("Guard", 2, 2, 5, false, false,'W');
std::shared_ptr ArmoredPegasus = std::make_shared("Armored Pegasus", 1, 1, 2, false, false,'W');
Player player1({Soldier, ArmoredPegasus, Guard});
}
QUESTION
I am trying to scrape product details such as product name,price,category,color from https://nike.co.in Despite giving the correct Xpath to the script, It does not seem to be scraping the details and it gives an empty list. Here's my complete script:
...ANSWER
Answered 2021-May-06 at 09:48You can get all of the information you require by using the CLASS_NAME
selector as each product card is helpfully given a descriptive class.
QUESTION
So I have this code where I will put 12 boxes inside a div in a row but 1 box can't fit inside.
...ANSWER
Answered 2021-Apr-17 at 08:14one of your box is out of the row because there no space left for it, You can simply reduce each purple box size to produce some space for the outered box. Moreover another problem is that your out of row box is also out of the parent div border. To include all boxes inside the parent div border, remove height from div selector, so that the parent div can take as much height as needed to cover all of its child divs. You can watch the final result on my codepen
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