A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow

State of the Art Natural Language Processing

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

🛸 spaCy pipelines for pre-trained BERT, XLNet and GPT-2

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

中文长文本分类、短句子分类、多标签分类、两句子相似度（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, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation

Simple XLNet implementation with Pytorch Wrapper

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

XLNet for generating language.

Implementation of XLNet that can load pretrained checkpoints

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf

XLNet Extension in TensorFlow

Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019

Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark

CLUE baseline pytorch CLUE的pytorch版本基线

Generating responses with pretrained XLNet and GPT-2 in PyTorch.

XLNet: Generalized Autoregressive Pretraining for Language Understanding 论文的中文翻译 Paper Chinese Translation!

Tensorflow solution of NER task Using BiLSTM-CRF model with CMU/Google XLNet

This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation

Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation

AiSpace: Better practices for deep learning model development and deployment For Tensorflow 2.0