unitaryai / detoxify
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.
☆927Updated last month
Related projects: ⓘ
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆2,899Updated last month
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆770Updated 4 months ago
- Catalog of abusive language data (PLoS 2020)☆299Updated 3 months ago
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,266Updated last year
- Repository for TweetEval☆354Updated 2 years ago
- BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)☆574Updated last month
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,552Updated last month
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆1,998Updated 8 months ago
- This repo contains the code for generating the ToxiGen dataset, published at ACL 2022.☆270Updated 3 months ago
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆685Updated last year
- Efficient few-shot learning with Sentence Transformers☆2,143Updated this week
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆714Updated last month
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,192Updated 8 months ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,619Updated last year
- ☆1,100Updated last month
- Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.☆186Updated last year
- Multimodal model for text and tabular data with HuggingFace transformers as building block for text data☆578Updated last week
- skweak: A software toolkit for weak supervision applied to NLP tasks☆918Updated 2 weeks ago
- TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/und…☆304Updated last month
- The implementation of DeBERTa☆1,966Updated 11 months ago
- BookNLP, a natural language processing pipeline for books☆782Updated last month
- A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in …☆413Updated 7 months ago
- Robustness Gym is an evaluation toolkit for machine learning.☆439Updated 2 years ago
- Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the…☆1,965Updated last month
- A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/ca…☆475Updated 9 months ago
- Tools to download and cleanup Common Crawl data☆961Updated last year
- Minimal keyword extraction with BERT☆3,441Updated 2 months ago
- TextAugment: Text Augmentation Library☆394Updated 7 months ago
- SGPT: GPT Sentence Embeddings for Semantic Search☆838Updated 7 months ago
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆561Updated last year