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. This is part of the CASL project: http://casl-project.ai/

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）

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

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

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. This is part of the CASL project: http://casl-project.ai/

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

Simple XLNet implementation with Pytorch Wrapper

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

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

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

TextBox is an open-source library for building text generation system.

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

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

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

XLNet Extension in TensorFlow

Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark

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

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

CLUE baseline pytorch CLUE的pytorch版本基线

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

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

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