YSDA course in Natural Language Processing

Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…

Some notebooks for NLP

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

Jupyter notebooks for the Natural Language Processing with Transformers book

Implementation of Korean FastSpeech2

QALD-9-Plus Dataset for Knowledge Graph Question Answering

Transforms PDF, Documents and Images into Enriched Structured Data

Neural Question Generation using the SQuAD and NewsQA datasets

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

TensorFlow code and pre-trained models for BERT

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

A very simple framework for state-of-the-art Natural Language Processing (NLP)

An open-source NLP research library, built on PyTorch.

Natural Language Processing Tutorial for Deep Learning Researchers

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

Data augmentation for NLP

Models, data loaders and abstractions for language processing, powered by PyTorch

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

Text preprocessing, representation and visualization from zero to hero.

Basic Utilities for PyTorch Natural Language Processing (NLP)

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

A comprehensive reference for all topics related to Natural Language Processing

Must-read papers on prompt-based tuning for pre-trained language models.

Beyond Accuracy: Behavioral Testing of NLP models with CheckList