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

NiuTrans.SMT is an open-source statistical machine translation system developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. The NiuTrans system is fully developed in C++ language. So it runs fast and uses less memory. Currently it supports phrase-based, hierarchical phrase-based and syntax-based (string-to-tree, tree-to-string and tree-to-tree) models for research-oriented studies.

Pre-Trained Models for ToD-BERT

transformer for ASR-systerm (via tensorflow2.0)

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Mining individual characters in multiparty dialogue

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.

Machine Translation for Africa

Implementation of character based convolutional neural network

Cornell Semantic Parsing Framework

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

A high-level machine learning and deep learning library for the PHP language.

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Typescript Transform Macros

Data augmentation for NLP

Oxford Deep NLP 2017 course - Open practical

深度有趣

A Greek edition of BERT pre-trained language model

LexPredict ContraxSuite

🤹‍♀️ Query spaCy's linguistic annotations using GraphQL

Text vectorization tool to outperform TFIDF for classification tasks

Kadot, the unsupervised natural language processing library.

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition.

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

Automatically extract chemical information from scientific documents

🖋️ Fast and safe spellchecking C++ library

😎 A list of awesome TypeScript transformers, plugins, handbooks, etc

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

Code for Sluice networks: Learning what to share between loosely related tasks

Datasets, SOTA results of every fields of Chinese NLP

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

🐍 Turkish Language Stemmer for Python

📝 A list of pre-trained BERT models for Japanese with word/subword tokenization + vocabulary construction algorithm information

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Machine-Translation-based sentence alignment tool for parallel text

A Shiny Application for Inspecting Structural Topic Models

A news recommendation system tailored for user communities

This repository provides everything to get started with Python for Text Mining / Natural Language Processing (NLP)

Notebooks for the Seattle PyData 2017 talk on Scattertext

🦆 Contextually-keyed word vectors

Global-Locally Self-Attentive Dialogue State Tracker

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

A Library to parse natural language in pure Clojure and ClojureScript

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

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.