343 Open source projects that are alternatives of or similar to Transformers-Tutorials

Text Classification in Turkish Texts with Bert

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

Label data using HuggingFace's transformers and automatically get a prediction service

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Bangla-Bert is a pretrained bert model for Bengali language

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

Medical Q&A with Deep Language Models

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

An NLP system for generating reading comprehension questions

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

State of the Art Natural Language Processing

Anonymization of legal cases (Fr) based on Flair embeddings

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统，一键部署微信闲聊机器人)

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Abstractive and Extractive Text summarization using Transformers.

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Persian Bert For Long-Range Sequences

Contextualised Embeddings and Language Modelling using BERT and Friends using R

Text2Text: Cross-lingual natural language processing and generation toolkit

A PyTorch-based toolkit for natural language processing

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

Super easy library for BERT based NLP models

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

Deep Learning Transformer models in MATLAB

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Pytorch Implementation of GoEmotions 😍😢😱

This repository contains code for the O'Reilly Live Online Training for BERT

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Rank 1 / 216

Emotion recognition in conversation

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

Further developed as SyntaxDot: https://github.com/tensordot/syntaxdot

Transformer related optimization, including BERT, GPT

Atom client for Tabnine - Code Faster with the All-Language AI Assistant for Code Completion, autocomplete JavaScript, Python, TypeScript, PHP, Go, Java, node.js, Ruby, C/C++, HTML/CSS, C#, Rust, SQL, Bash, Kotlin, React, Swift, Scala, Sass, Perl, Objective C, Node JS, Matlab, Haskell, Dart, Angular. https://atom.io/packages/tabnine

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

DeEpLearning models for MultIlingual haTespeech (DELIMIT): Benchmarking multilingual models across 9 languages and 16 datasets.

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

2019搜狐校园算法大赛

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Discourse Based Evaluation of Language Understanding

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

Cross-Lingual Machine Reading Comprehension (EMNLP 2019)

CIKM 2020: Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots

CINO: Pre-trained Language Models for Chinese Minority (少数民族语言预训练模型)

Bottleneck Transformers for Visual Recognition

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

Implementation of the paper "Language-agnostic representation learning of source code from structure and context".

🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.

[EACL'21] Non-Autoregressive with Pretrained Language Model

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

A collection of Models, Datasets, DataModules, Callbacks, Metrics, Losses and Loggers to better integrate pytorch-lightning with transformers.

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

KitanaQA: Adversarial training and data augmentation for neural question-answering models