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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English

Building Four ML-Powered Language Applications with Bloom LLM

Aug 24

Articles, Tutorial, Intermediate, NLP, Language Generation

Using Language Models for Fact-Checking & Claim Assessment

Othman EL HOUFI

Jul 18

NLP, Articles, Intermediate, Plots, BERT, LLM

Hyperparameter Search for HuggingFace Transformer Models

Jul 14

Articles, Beginner, Sweeps, HuggingFace, Computer Vision, Plots, Tables, NLP

Use GPT-3 in Python With the OpenAI API and W&B Tables

May 12

Articles, NLP, GPT, OpenAI, Text Generation, Large Models, LLM

NLP Basics: What is Tokenization and How Do You Do It?

Saurav Maheshkar

Apr 26

NLP, Beginner, Articles, Tutorial

Summary, Sentiment, Question Answering & More: 5 Creative Tips for GPT-3 Prompt Engineering

Apr 22

Articles, NLP, GPT, Text Generation, Tutorial, Large Models, OpenAI

How W&B Helped Graphcore Optimize GroupBERT to Run Faster on IPUs

Weights & Biases Case Studies

Apr 12

Articles, Case Study, Hardware, BERT, NLP

Solving Wordle with Reinforcement Learning

Mar 07

Articles, Reinforcement Learning, Gaming, NLP

Fine-Tuning Tips and Exploration on OpenAI's GPT-3

Feb 08

Beginner, NLP, Text Generation, OpenAI, Experiment, Tutorial, Panels, Plots, Tables, Large Models, LLM, Fine-tuning, GPT

Sentence Classification with HuggingFace BERT and Hyperparameter Optimization with W&B

Ayush Chaurasia

Jan 01

NLP

Information Extraction from Scanned Receipts: Fine-tuning LayoutLM on SROIE

Dec 07

Intermediate, Computer Vision, OCR, Experiment, LayoutLM, Panels, Tables, SROIE, NLP, Fine-tuning

Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace

Sep 30

Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM

Hyperparameter Optimization for HuggingFace Transformers

Ayush Chaurasia

Sep 15

Intermediate, NLP, HuggingFace, Ray Tune, Research, Tutorial, BERT, Sweeps, RTE, Large Models, LLM

Tutorial: Sentiment Analysis

Sep 14

Articles, Tutorial, Sentiment Analysis, NLP, Intermediate

Tutorial: Text Generation with LSTMs and GRUs

Sep 14

Articles, Tutorial, NLP, GenAI, Text Generation, LSTM, Intermediate

Tutorial: Text Classification Using CNNs

Sep 14

Articles, CNN, Tutorial, NLP, Classification

Using LSTM in PyTorch: A Tutorial With Examples

Saurav Maheshkar

Sep 10

Beginner, NLP, PyTorch, Tutorial, Plots, LSTM, Chum here, Articles

Named Entity Recognition with W&B and spaCy

Stacey Svetlichnaya

Sep 09

Intermediate, NLP, NER, OCR, spaCy, Experiment, Tutorial, W&B Meta, Plots, Tables, DeepForm, Exemplary

Hyperparameter Search With spaCy and Weights & Biases

Sep 08

Intermediate, NLP, spaCy, Tutorial, W&B Meta, Parameter Importance, Sweeps, Chum here, Exemplary

Visualizing Prodigy Datasets Using W&B Tables

Sep 01

Intermediate, Computer Vision, NLP, NER, spaCy, Tutorial, Tables

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