NLP Articles & Tutorials by Weights & Biases

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WebFormer: The Next Logical Step In Structure Information Extraction

Feb 22

Intermediate, NLP, Language Understanding, Research, Chum here

Using OpenAI's GPT-3 to Generate 'Doctor Who' Episode Synopses

Feb 08

NLP, Text Generation, OpenAI, Experiment, Panels, Plots, Tables, Exemplary, Large Models, LLM, GPT

A Super Easy Guide to the Super Massive Numerai Dataset

Oct 26

Beginner, NLP, Sentiment Analysis, Tutorial, Plots, Financial

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How to Fine-Tune BERT for Text Classification

Aug 20

Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning

Text Classification With AWS SageMaker, HuggingFace, and W&B

Aug 19

Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial

How To Fine-Tune Hugging Face Transformers on a Custom Dataset

Aug 17

Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, Fine-tuning

Reproducible spaCy NLP Experiments with Weights & Biases

Aug 11

Intermediate, NLP, NER, HuggingFace, spaCy, Experiment, Tutorial, W&B Meta, Artifacts, Panels, Plots, Sweeps, Tables

Tables Tutorial: Visualize Text Data & Predictions

Stacey Svetlichnaya

Jul 20

Intermediate, NLP, Text Generation, PyTorch, Experiment, W&B Meta, RNN, Tables, TinyShakespeare, Chum here

How Graphcore Is Supporting the Next Generation of Large Models With the Help of W&B

Weights & Biases Case Studies

May 25

Beginner, Hardware, NLP, Case Study, BERT, Large Models

An Introduction to Attention

Aritra Roy Gosthipaty, Devjyoti Chakraborty

May 11

Beginner, NLP, Tutorial, Panels, Plots

Sentiment Analysis with Bag of Tricks

Devjyoti Chakraborty, Piyush Thakur

May 06

Beginner, NLP, Sentiment Analysis, Research, Panels, Plots

Visualizing NLP Attention Based Models Using Custom Charts

Apr 19

Beginner, NLP, Tutorial, W&B Meta

Visualize Failure - Debugging with Model Activations

Mar 29

Intermediate, NLP, fastai, Tutorial, GPT, Panels, Plots, TinyShakespeare

Training Devanagari Language Models on TPU using Hugging Face and PyTorch

Darshan Deshpande

Mar 26

Intermediate, NLP, Language Understanding, HuggingFace, PyTorch, Experiment, Research, DistilBERT, Plots

Rigging the Lottery: Making All Tickets Winners

Rajat Vadiraj Dwaraknath, Varun Sundar

Mar 24

Intermediate, Computer Vision, NLP, Classification, Language Understanding, PyTorch, Research, ResNet, Github, CIFAR-100, CIFAR10, RC

Reformer: The Efficient Transformer

Morgan, Hallvar Gisnås, Arto, tyoc213, Priyank, Sheik Mohamed Imran, Dean P

Mar 24

Intermediate, NLP, fastai, Research, Github, Panels, Plots, TinyShakespeare, RC

Getting Started with Numerai Signals: Sentiment Analysis

Carlo Lepelaars

Mar 01

Beginner, NLP, Language Understanding, Sentiment Analysis, Tutorial, FinBERT, Kaggle

Examples of Early Stopping in HuggingFace Transformers

Feb 19

Intermediate, NLP, HuggingFace, Keras, PyTorch, Plots, Early Stopping

Enriching Word Vectors with Sub-word Information

Devjyoti Chakraborty, Aritra Roy Gosthipaty

Feb 17

Beginner, NLP, Language Understanding, Keras, Research, Github, Panels, Plots

Sequence to Sequence Learning with Neural Networks

Aritra Roy Gosthipaty

Feb 03

Intermediate, NLP, Translation, Keras, Research, Panels, Plots, Kaggle

A Deep Dive Into the Transformer Architecture

Carlo Lepelaars

Jan 06

Advanced, NLP, Classification, PyTorch, Experiment

SimpleTransformers: Transformers Made Easy

Jan 06

Intermediate, NLP, Classification, HuggingFace, Experiment, Tutorial, DistilBERT, Panels, Plots

An Introduction to the Global Vectors (GloVe) Algorithm

Devjyoti Chakraborty, Aritra Roy Gosthipaty

Dec 15

Intermediate, NLP, Language Understanding, Keras, Research, Glove, Github, Panels, Plots

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