Projects in Awesome Lists tagged with xlnet

https://github.com/brightmart/albert_zh

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

albert bert chinese-corpus pre-trained pre-trained-model pytorch roberta tensorflow xlnet

Last synced: 14 May 2025

https://github.com/asyml/texar

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

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

Last synced: 14 May 2025

https://github.com/yongzhuo/keras-textclassification

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

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

Last synced: 15 May 2025

https://github.com/ymcui/chinese-xlnet

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

natural-language-processing nlp pytorch tensorflow xlnet

Last synced: 08 Apr 2025

https://github.com/ymcui/Chinese-XLNet

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

natural-language-processing nlp pytorch tensorflow xlnet

Last synced: 28 Mar 2025

https://github.com/yongzhuo/nlp_xiaojiang

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

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

Last synced: 15 May 2025

https://github.com/explosion/spacy-transformers

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

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

Last synced: 25 Apr 2025

https://github.com/nvidia-merlin/transformers4rec

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

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

Last synced: 14 May 2025

https://github.com/NVIDIA-Merlin/Transformers4Rec

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

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

Last synced: 05 Apr 2025

https://github.com/shibing624/textgen

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。

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

Last synced: 15 May 2025

https://github.com/lonepatient/bert-multi-label-text-classification

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

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

Last synced: 16 May 2025

https://github.com/grammarly/gector

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

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

Last synced: 09 May 2025

https://github.com/lonePatient/Bert-Multi-Label-Text-Classification

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

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

Last synced: 20 Nov 2024

https://github.com/asyml/texar-pytorch

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/

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

Last synced: 16 May 2025

https://github.com/graykode/xlnet-pytorch

Simple XLNet implementation with Pytorch Wrapper

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

Last synced: 05 Apr 2025

https://github.com/graykode/xlnet-Pytorch

Simple XLNet implementation with Pytorch Wrapper

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

Last synced: 03 Apr 2025

https://github.com/brightmart/xlnet_zh

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

bert language-model pre-train roberta xlnet

Last synced: 19 Dec 2024

https://github.com/shreyansh26/annotated-ml-papers

Annotations of the interesting ML papers I read

annotated-paper bert deep-learning gpt gpt-2 machine-learning megatron-lm nlp papers-annotations research-paper transformers xlnet

Last synced: 03 Mar 2025

https://github.com/cyberzhg/keras-xlnet

Implementation of XLNet that can load pretrained checkpoints

glue keras language-model nlp xlnet

Last synced: 21 Jan 2025

https://github.com/CyberZHG/keras-xlnet

Implementation of XLNet that can load pretrained checkpoints

glue keras language-model nlp xlnet

Last synced: 09 May 2025

https://github.com/cluebenchmark/pyclue

Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark

albert bert chinese-language chineseglue corpus evaluation-benchmark language-model roberta-wwm-ext tiny xlnet

Last synced: 15 Apr 2025

https://github.com/sinanuozdemir/foundations-of-gen-ai

Transformer Architectures for Generative AI

bert deep-learning deepseek gpt huggingface llama machine-learning mistral natural-language-processing nlp probing pytorch vision-transformer xlnet

Last synced: 06 Apr 2025

https://github.com/lonepatient/clue_pytorch

CLUE baseline pytorch CLUE的pytorch版本基线

albert bert chinese classification clue ernie glue pytorch roberta xlnet

Last synced: 09 Apr 2025

https://github.com/yuanxiaosc/xlnet_paper_chinese_translation

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

chinese-translation paper-translate xlnet

Last synced: 07 May 2025

https://github.com/dataxujing/nlp-paper

:art: :art:NLP 自然语言处理教程 :art::art: https://dataxujing.github.io/NLP-paper/

albert attention-mechanism bert crf elmo fasttext glove gpt lad2vec lda lsa pagerank plsa seq2seq seq2seq-attention textcnn textrank transformer word2vec xlnet

Last synced: 03 Apr 2025

https://github.com/yingyuankai/AiSpace

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

aispace albert-chinese bert chinese clue cmrc2018 dureader electra ernie lr-finder pretrained-language-model pretrained-models roberta-chinese swa tensorflow2 xlnet

Last synced: 18 Mar 2025

https://github.com/dsxiangli/simpleclassification

Simple Text Classification[WIP]

adversarial-learning albert bert bert-fine-tuning bert-wwm domain-adaptation electra fgm knowledge-distillation mixup multisource roberta temporal temporal-ensembling tensorflow text-classification xlnet xlnet-fine-tuning

Last synced: 24 Apr 2025

https://github.com/sukanyabag/text-summarization-using-bert-gpt2-xlnet

This notebook leverages Transfer Learning Algorithms and standard NLP procedures to summarize a given paragraph meaningfully.

bert-model data-science gpt-2 huggingface-transformers machine-learning natural-language-processing textsummarization transfer-learning xlnet

Last synced: 24 Apr 2025

https://github.com/teticio/aventuras-con-textos

Notebooks for classes in Spanish and English on cutting edge end-to-end NLP (Natural Language Processing).

bert elmo gpt-2 nlp xlnet

Last synced: 30 Apr 2025

https://github.com/huseyincenik/nlp_natural_language_processing

NLP (Natural Language Processing)

albert bart bert-model distilbert gpt gpt2 huggingface huggingface-transformers natural-language-processing nlp nlp-machine-learning nltk-library roberta roberta-model sentiment-analysis t5 xlnet

Last synced: 01 Dec 2024

https://github.com/muhammadadyl/SarcasmDetection

This project used in my dissertation for detecting sarcasm in twitter dataset using Sate-of-the-Art Transformer

bert-model detection distilbert distilroberta nlp pytorch pytorch-transformers roberta sarcasm transformers twitter xlnet

Last synced: 11 Mar 2025

https://github.com/vidhi1290/text-classification-with-transformers-roberta-and-xlnet-model

This project explores advanced NLP techniques using RoBERTa and XLNet models to classify human emotions from textual data. By leveraging robust training and optimization methods, it aims to enhance emotion detection accuracy in applications like social media analysis and customer support.

autoencoder bert ktrain matplotlib natural-language-processing nlp numpy pandas python roberta seaborn sklearn tensorflow transformers xlnet

Last synced: 28 Mar 2025

https://github.com/tikquuss/eulascript

Machine learning (ML) solution that review end-user license agreements (EULA) for terms and conditions that are unacceptable to the government

albert bert distilbert eula huggingface ktrain pandas roberta xlnet

Last synced: 12 Mar 2025

https://github.com/tikquuss/eulapp

Django application of https://github.com/Tikquuss/eulascript, the Machine learning (ML) solution that review end-user license agreements (EULA) for terms and conditions that are unacceptable to the government

bert css django fine-tuning html linear-regression nlp-machine-learning nltk sklearn text-classification transformer xlnet