xlnet

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

python machine-learning natural-language-processing deep-learning tensorflow machine-translation text-generation data-processing bert text-data dialog-systems gpt-2 texar xlnet casl-project

UpdatedAug 26, 2021
Python

Jiakui /awesome-bert

Star1.8k

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

nlp bert google-bert xlnet

UpdatedMar 21, 2021

yongzhuo /Keras-TextClassification

Star1.8k

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

nlp text-classification keras embeddings transformer fasttext albert bert capsule han rcnn dcnn textcnn crnn dpcnn vdcnn charcnn xlnet keras-textclassification leam

UpdatedJun 17, 2024
Python

ymcui /Chinese-XLNet

Star1.6k

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

nlp natural-language-processing tensorflow pytorch xlnet

UpdatedMar 29, 2023
Python

yongzhuo /nlp_xiaojiang

Star1.5k

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

nlp text-classification distance chatbot chinese feature bert data-augmentation enhance text-augment xlnet

UpdatedSep 23, 2021
Python

explosion /spacy-transformers

Star1.4k

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

nlp machine-learning natural-language-processing google pytorch spacy openai transfer-learning language-model bert natural-language-understanding spacy-pipeline spacy-extension pytorch-model gpt-2 huggingface xlnet

UpdatedFeb 6, 2025
Python

NVIDIA-Merlin /Transformers4Rec

Star1.2k

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

nlp tabular-data pytorch transformer seq2seq recsys recommender-system gtp language-model bert huggingface xlnet session-based-recommendation

UpdatedOct 8, 2024
Python

cedrickchee /awesome-transformer-nlp

Star1.1k

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

nlp natural-language-processing awesome transformer neural-networks awesome-list llama transfer-learning language-model attention-mechanism bert gpt-2 xlnet pre-trained-language-models gpt-3 gpt-4 chatgpt

UpdatedOct 27, 2024

shibing624 /textgen

Star962

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。

text-generation bart seq2seq llama textgen bert gpt2 t5 xlnet chatgpt chatglm

UpdatedSep 14, 2024
Python

grammarly /gector

Star920

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

nlp natural-language-processing transformers bert sequence-labeling text-simplification grammatical-error-correction roberta xlnet

UpdatedMay 21, 2024
Python

lonePatient /Bert-Multi-Label-Text-Classification

Star908

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

nlp text-classification transformers pytorch multi-label-classification albert bert fine-tuning pytorch-implmention xlnet

UpdatedApr 18, 2023
Python

asyml /texar-pytorch

Star745

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/

python machine-learning natural-language-processing deep-learning machine-translation text-generation pytorch data-processing bert text-data dialog-systems roberta gpt-2 texar xlnet casl-project texar-pytorch

UpdatedApr 14, 2022
Python

graykode /xlnet-Pytorch

Star582

Simple XLNet implementation with Pytorch Wrapper

nlp natural-language-processing pytorch bert xlnet xlnet-pytorch

UpdatedJul 3, 2019
Jupyter Notebook

sz128 /slot_filling_and_intent_detection_of_SLU

Star401

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

crf named-entity-recognition spoken-language sequence-labeling slot-filling encoder-decoder intent-detection atis-dataset bert-bilstm-crf snips-dataset xlnet