Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

A library for efficient similarity search and clustering of dense vectors.

A comprehensive reference for all topics related to becoming a great Engineering Manager

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

Code for using and evaluating SpanBERT.

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

NLTK Source

💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

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

A system for quickly generating training data with weak supervision

Data augmentation for NLP

A comprehensive reference for all topics related to Natural Language Processing

Topic Modeling in Embedding Spaces

Save Jupyter Notebooks as PDF

Obtain Word Alignments using Pretrained Language Models (e.g., mBERT)

Semantics-aware BERT for Language Understanding (AAAI 2020)

Unsupervised text tokenizer for Neural Network-based text generation.

Facebook AI Research's Automatic Speech Recognition Toolkit

State of the Art Natural Language Processing

Model interpretability and understanding for PyTorch

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

A privacy preserving NLP framework

Create interactive textual heat maps for Jupiter notebooks

An open source library for deep learning end-to-end dialog systems and chatbots.

Create delightful software with Jupyter Notebooks

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Unsupervised acoustic word embeddings evaluated on Buckeye English and NCHLT Xitsonga data in Python 3.