List: NLP Reads | Curated by Ahmed Salem Elhady

Jul 24, 2023
13 stories
NLP Reads
Ketan Doshi
in
Towards Data Science
Foundations of NLP Explained — Bleu Score and WER MetricsA Gentle Guide to two essential metrics (Bleu Score and Word Error Rate) for NLP models, in Plain English
May 9, 2021
10
May 9, 2021
10
Min Jean Cho
in
PyTorch
Grokking PyTorch Intel CPU performance from first principlesA case study on the TorchServe inference framework optimized with Intel® Extension for PyTorch*.
Apr 28, 2022
Apr 28, 2022
Cory Maklin
in
Towards Data Science
Affinity Propagation Algorithm ExplainedAffinity Propagation was first published in 2007 by Brendan Frey and Delbert Dueck in Science. In contrast to other traditional…
Jul 1, 2019
4
Jul 1, 2019
4
Abhishek Sharma
in
Towards Data Science
PyTorch JIT and TorchScriptA path to production for PyTorch models
Nov 10, 2020
5
Nov 10, 2020
5
Arjun Sarkar
Implementation of all Loss Functions (Deep Learning) in NumPy, TensorFlow, and PyTorchIn this article, all common loss functions used in Deep Learning are discussed, and they are implemented in NumPy, PyTorch, and TensorFlow
Mar 17, 2023
2
Mar 17, 2023
2
Arjun Sarkar
in
Towards Data Science
Build your own Transformer from scratch using PytorchBuilding a Transformer model step by step in Pytorch
Apr 26, 2023
13
Apr 26, 2023
13
Chan Woo Kim
in
Towards Data Science
[New Hugging Face Feature] Constrained Beam Search with 🤗 TransformersA new Hugging Face feature allows you customize and guide your language model outputs (like forcing a certain sequence within the output).
Mar 22, 2022
Mar 22, 2022
Kabir Ahuja
in
The Startup
How to use Pytorch Dataloaders to work with enormously large text filesPytorch’s Dataset and Dataloader classes provide a very convenient way of iterating over a dataset while training your machine learning…
Oct 4, 2019
5
Oct 4, 2019
5
Coleman Hindes
Beyond Few-Shot Learning: Fine-tuning with GPT-3For this article I’m going to assume you have some background knowledge on GPT-3, a large text generation and classification model created…
Jul 14, 2021
2
Jul 14, 2021
2
Josue Nascimento
in
IA em Saúde: NeuralMed
Distillation Bert model with Hugging Face.BERT is a bidirectional transformer model, pre-training with a lot of unlabeled textual data to learn language representations that can be…
Jul 17, 2021
1
Jul 17, 2021
1
Javier Ideami
in
Towards Data Science
Towards the end of deep learning and the beginning of AGIHow recent research points the way towards defeating adversarial examples and achieving a more resilient, consistent and flexible A.I
Mar 17, 2021
23
Mar 17, 2021
23
Alan Davies
in
Towards Data Science
A Natural Language Processing (NLP) PrimerOverview of common NLP tasks using Python
Jul 22, 2021
Jul 22, 2021
Chris Lemke
in
Towards Data Science
Data preprocessing in NLPData cleaning and data augmentation (not only) for text simplification
Jul 24, 2021
1
Jul 24, 2021
1