“Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/”

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2.4k

GitPedia Card328/002

awesome-bert

Jiakui

bertgoogle-bert

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

Keras-TextClassification

yongzhuo

Pythonalbertbert

“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”

Chinese-XLNet

ymcui

Pythonnatural-language-processingnlp

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

nlp_xiaojiang

yongzhuo

Pythonbertchatbot

“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”

spacy-transformers

explosion

Pythonbertgoogle

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

Transformers4Rec

NVIDIA-Merlin

Pythonbertgtp

“Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.”

awesome-transformer-nlp

cedrickchee

attention-mechanismawesome

“A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.”

textgen

shibing624

Pythonbartbert

“TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，T5，UDA等模型的训练和预测，开箱即用。”

gector

grammarly

Pythonbertgrammatical-error-correction

“Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)”

Bert-Multi-Label-Text-Classification

lonePatient

Pythonalbertbert

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

texar-pytorch

asyml

Pythonbertcasl-project

“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/”

xlnet-Pytorch

graykode

Jupyter Notebookbertnatural-language-processing

“Simple XLNet implementation with Pytorch Wrapper”

slot_filling_and_intent_detection_of_SLU

sz128

Pythonatis-datasetbert-bilstm-crf

“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”