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Sarina's Projects

keras-bert icon keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

keras-textclassification icon keras-textclassification

中文长文本分类、短句子分类、多标签分类(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, ENT, DMN,

keras-xlnet icon keras-xlnet

Implementation of XLNet that can load pretrained checkpoints

mlds2018spring icon mlds2018spring

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-roadmap icon nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

opennre icon opennre

An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow

pkuseg-python icon pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytorch-transformers icon pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

pytorch-widedeep icon pytorch-widedeep

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

rouge icon rouge

A full Python Implementation of the ROUGE Metric (not a wrapper)

saint icon saint

The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

sentencepiece icon sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

simcse icon simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

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