1080 Open source projects that are alternatives of or similar to Hardware Aware Transformers

The Natural Language Decathlon: A Multitask Challenge for NLP

Label Embedding Network

🌿 An easy-to-use Japanese Text Processing tool, which makes it possible to switch tokenizers with small changes of code.

PyTorch Implementation of NBA game summary generator.

Browse Covid-19 & SARS-CoV-2 Scientific Papers with Transformers 🦠 📖

A pytorch based end2end speech recognition system.

Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models

Test your HN title against a neural network

CapsNet for NLP

RASA chatbot use case boilerplate

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Open-Source Machine Translation Quality Estimation in PyTorch

A Python package for gender classification.

PyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

PyTorch implementation of beam search decoding for seq2seq models

搜索所有中文NLP数据集，附常用英文NLP数据集

Random fun with statistical language models.

Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

My personal toolkit for PyTorch development.

Repository for NLI models (EMNLP 2018)

My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.

A practical guide to topic mining and interactive visualizations

💫 Scripts, tools and resources for developing spaCy

Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.

Basic Utilities for PyTorch Natural Language Processing (NLP)

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

A curated list of NLP resources for Hungarian

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

Tool for interactive embeddings visualization

🎀 JavaScript API for spaCy with Python REST API

My personal notes and surveys on DL, CV and NLP papers.

Natural Language Processing Tutorial for MindSpore Users

A Library to parse natural language in pure Clojure and ClojureScript

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

An Implementation of Transformer (Attention Is All You Need) in DyNet

A collection of Natural language processing pre-trained models.

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

This repository contains various ways to calculate sentence vector similarity using NLP models

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

A two-level morphological analyzer for Turkish.

Some JavaScript works published as demos, mostly ML or DS

Python library for Natural Language Preprocessing (NLPre)

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

Text classification with Sparse Composite Document Vectors.

Lumen 8 基础上扩展出的API 启动项目，精心设计的目录结构，规范统一的响应数据格式，Repository 模式架构的最佳实践。

Beautiful visualizations of how language differs among document types.

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

UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language

Entity linking framework

PHP client for the DeepL.com translation API (unofficial)

Build and train state-of-the-art natural language processing models using BERT

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

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

NLTK Source

A large-scale statistical machine translation system written in Java.

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)