Search Results - RepositoryStats

awesome-pretrained-chinese-nlp-models lonePatient

439

4.5k

mit

89

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

gpt llm nlp bert ernie gpt-2 nezha pangu xlnet chinese dataset nlu-nlg roberta simbert multimodel pretrained-models large-language-models

Created 2019-05-25

379 commits to main branch, last one 10 days ago

albert_zh brightmart

758

3.9k

unknown

103

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

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

Created 2019-09-26

107 commits to master branch, last one about a year ago

texar asyml

371

2.4k

apache-2.0

77

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

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

Created 2017-07-22

1,719 commits to master branch, last one 3 years ago

awesome-bert Jiakui

347

1.8k

unknown

68

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

nlp bert xlnet google-bert

Created 2018-11-22

103 commits to master branch, last one 4 years ago

Keras-TextClassification yongzhuo

403

1.7k

mit

35

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, R...

Created 2019-06-13

138 commits to master branch, last one 6 months ago

Chinese-XLNet ymcui

280

1.6k

apache-2.0

33

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

nlp xlnet pytorch tensorflow natural-language-processing

Created 2019-07-15

65 commits to master branch, last one about a year ago

nlp_xiaojiang yongzhuo

394

1.5k

mit

41

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...

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

Created 2019-04-09

146 commits to master branch, last one 2 years ago

spacy-transformers explosion

161

1.3k

mit

32

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

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

Created 2019-07-26

1,478 commits to master branch, last one 24 days ago

Transformers4Rec NVIDIA-Merlin

144

1.1k

apache-2.0

26

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

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

Created 2021-04-14

959 commits to main branch, last one 2 months ago

awesome-transformer-nlp cedrickchee

127

1.0k

mit

40

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

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

Created 2019-01-13

256 commits to master branch, last one about a month ago

textgen shibing624

104

909

apache-2.0

11

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。

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

Created 2021-04-07

572 commits to main branch, last one 4 months ago

gector grammarly

214

875

apache-2.0

21

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

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

Created 2020-05-21

52 commits to master branch, last one about a year ago

Bert-Multi-Label-Text-Classification lonePatient

208

846

mit

22

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

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

Created 2019-02-10

38 commits to master branch, last one 3 years ago

texar-pytorch asyml

118

744

apache-2.0

24

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

Created 2019-03-08

496 commits to master branch, last one 2 years ago

slot_filling_and_intent_detection_of_SLU sz128

104

390

apache-2.0

17

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

Created 2018-06-05

110 commits to master branch, last one 3 years ago

embedding-as-service amansrivastava17

29

202

mit

10

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

Created 2019-05-29

396 commits to master branch, last one about a year ago

Annotated-ML-Papers shreyansh26

16

191

mit

18

Annotations of the interesting ML papers I read

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

Created 2021-04-18

96 commits to main branch, last one 5 days ago

keras-xlnet CyberZHG

26

172

mit

6

Implementation of XLNet that can load pretrained checkpoints

nlp glue keras xlnet language-model

This repository has been archived (exclude archived)

Created 2019-06-20

54 commits to master branch, last one 2 years ago

xlnet_extension_tf stevezheng23

26

130

apache-2.0

5

XLNet Extension in TensorFlow

xlnet xlnet-mrc xlnet-ner xlnet-nlu deep-learning xlnet-extension machine-learning artificial-intelligence natural-language-processing natural-language-understanding

Created 2019-06-21

85 commits to master branch, last one 3 years ago

PyCLUE CLUEbenchmark

14

128

mit

9

Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark

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

Created 2019-12-04

10 commits to master branch, last one 3 years ago

dialogue-generation bme-chatbots

19

118

mit

6

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

apex gpt2 xlnet chatbot topical-chat dialogue-generation

Created 2019-04-07

146 commits to master branch, last one about a year ago

Text-Summarization aj-naik

6

84

mit

2

Abstractive and Extractive Text summarization using Transformers.

Created 2021-05-20

192 commits to main branch, last one about a year ago

SuperPiano asigalov61

14

76

apache-2.0

1

Absolutely amazing SOTA Google Colab (Jupyter) Notebooks for creating/training SOTA Music AI models and for generating music with Transformer technology (Google XLNet/Transformer-XL)

sota music piano xlnet fastai awesome reformer performer piano-colab transformers transformer-xl machine-learning music-generation music-composition music-transformer pytorch-implementation artificial-intelligence

Created 2020-06-05

119 commits to master branch, last one 3 years ago

Amazon-ML-Challenge2021 DebarshiChanda

11

71

mit

2

Scripts and Approach for Amazon ML Challenge

knn nlp bert gpt-2 mpnet xlnet amazon roberta huggingface transformers similarity-search text-classification sentence-transformers

Created 2021-08-07

12 commits to main branch, last one 2 years ago

oreilly-hands-on-transformers sinanuozdemir

42

52

unknown

5

Hands on NLP and Computer Vision with Transformers

gpt nlp bert gpt-2 xlnet pytorch huggingface deep-learning machine-learning vision-transformer natural-language-processing

Created 2021-11-17

25 commits to main branch, last one 7 months ago

clinicalXLNet lindvalllab

12

45

unknown

7

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

xlnet clinical-nlp pmv-prediction

Created 2019-09-24

27 commits to master branch, last one 2 years ago

DistilKoBiLSTM gyunggyung

4

32

apache-2.0

2

Distilling Task-Specific Knowledge from Teacher Model into BiLSTM

t5 ele nlp bert gpt-2 xlnet bilstm kobert korean electra pytorch roberta distilbert korean-nlp huggingface transformer distillation bert-multilingua knowledge-distillation

Created 2022-12-26

19 commits to main branch, last one about a year ago