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sgm

Sequence Generation Model for Multi-label Classification (COLING 2018)

speculator

API for predicting the next Bitcoin and Ethereum with machine learning and technical analysis

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

strawberry116.github.io

structural-transformer

Code corresponding to our paper "Modeling Graph Structure in Transformer for Better AMR-to-Text Generation" in EMNLP-IJCNLP-2019

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

symal

synonyms

中文近义词工具包

taxoexpan

The source code used for self-supervised taxonomy expansion method TaxoExpan, published in WWW 2020

text

Data loaders and abstractions for text and NLP

text-classification-pytorch

CNN BiGRU ensembled-method

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

thumt

An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group

torchtext-summary

torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.

torchtexttutorial

A short tutorial for Torchtext, the NLP-specific add-on for Pytorch.

transformer-simplifiedversion

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

uvr-nmt

Neural Machine Translation with universal Visual Representation (ICLR 2020)

word2vector

Self complemented word embedding methods using CBOW，skip-Gram，word2doc matrix , word2word matrix ,基于CBOW、skip-gram、词-文档矩阵、词-词矩阵四种方法的词向量生成

zeroer

Entity resolution using zero labeled examples

zhruparcor

Chinese-English parallel corpus with morphological annotation