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Longformer Model for dealing with Longer Documents | its Sliding Window Function | Data Science
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In this video I will talk about LongFormer model, and in the next video that will come tomorrow, I will do an end to end project on a Kaggle Competiton implementing Longformer.
The Longformer model has made a significant contribution to the world of natural language processing (NLP) by enabling the efficient processing of long input sequences, such as those found in documents or long paragraphs. Prior to the development of the Longformer, processing such long sequences with self-attention mechanisms was computationally intractable due to the quadratic complexity of the self-attention mechanism. This limited the scope of applications for models based on self-attention, such as BERT and GPT.
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You can find me here:
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Other Playlist you might like 👇
#longformer #naturallanguageprocessing #transformers
#machinelearning #datascience #nlp #textprocessing #kaggle #tensorflow #pytorch #deeplearning #deeplearningai #100daysofmlcode #neuralnetworks #pythonprogramming #python #100DaysOfMLCode #softwareengineer #dataanalysis #machinelearningalgorithms #computervision #coding #bigdata #computerscience #tech #data #iot #software #dataanalytics #programmer #ml #coder #analytics
---------------------
-----------------
In this video I will talk about LongFormer model, and in the next video that will come tomorrow, I will do an end to end project on a Kaggle Competiton implementing Longformer.
The Longformer model has made a significant contribution to the world of natural language processing (NLP) by enabling the efficient processing of long input sequences, such as those found in documents or long paragraphs. Prior to the development of the Longformer, processing such long sequences with self-attention mechanisms was computationally intractable due to the quadratic complexity of the self-attention mechanism. This limited the scope of applications for models based on self-attention, such as BERT and GPT.
-----------------
You can find me here:
**********************************************
**********************************************
Other Playlist you might like 👇
#longformer #naturallanguageprocessing #transformers
#machinelearning #datascience #nlp #textprocessing #kaggle #tensorflow #pytorch #deeplearning #deeplearningai #100daysofmlcode #neuralnetworks #pythonprogramming #python #100DaysOfMLCode #softwareengineer #dataanalysis #machinelearningalgorithms #computervision #coding #bigdata #computerscience #tech #data #iot #software #dataanalytics #programmer #ml #coder #analytics
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