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BrikerMan /Kashgari

Star2.4k

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

nlp machine-learning text-classification named-entity-recognition seq2seq transfer-learning ner bert sequence-labeling nlp-framework bert-model text-labeling gpt-2

UpdatedSep 3, 2024
Python

hila-chefer /Transformer-Explainability

Star2k

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

deep-learning vit bert perturbation attention-visualization bert-model explainability attention-matrix vision-transformer transformer-interpretability visualize-classifications cvpr2021

UpdatedJan 24, 2024
Jupyter Notebook

yuanxiaosc /Entity-Relation-Extraction

Star1.2k

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

tensorflow pipeline-framework relation-extraction entity-extraction competition-code bert-model

UpdatedJun 1, 2020
Python

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.

nlp kaggle-competition sentence-classification bert hatespeech hate-speech toxicity toxic-comment-classification toxic-comments bert-model hate-speech-detection huggingface pytorch-lightning toxicity-classification huggingface-transformers

UpdatedOct 6, 2025
Python

SkalskiP /vlms-zero-to-hero

Star1.2k

This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.

natural-language-processing computer-vision word2vec embeddings seq2seq gpt lora clip bert-model gpt-2 vision-language-model

UpdatedJan 23, 2025
Jupyter Notebook

brightmart /bert_language_understanding

Star969

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

nlp text-classification question-answering document-classification transfer-learning fasttext language-model textcnn attention-is-all-you-need self-attention transformer-encoder bert-model pre-training language-understanding

UpdatedJan 1, 2019
Python

neuralmind-ai /portuguese-bert

Star854

Portuguese pre-trained BERT models

natural-language-processing deep-learning portuguese nlp-resources bert bert-model

UpdatedJun 17, 2024
Python

sail-sg /Adan

Star804

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

deep-learning optimizer pytorch artificial-intelligence moe resnet vit diffusion mae fairseq cuda-programming bert-model gpt2 transformer-xl timm convnext adan llms dreamfusion llm-training

UpdatedJun 8, 2025
Python

ncbi-nlp /bluebert

Star585

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

natural-language-processing pubmed mimic-iii language-model bert pubmed-abstracts bert-model

UpdatedMar 25, 2023
Python

jind11 /TextFooler

Star526

A Model for Natural Language Attack on Text Classification and Inference

natural-language-processing text-classification natural-language-inference bert adversarial-attacks bert-model

UpdatedDec 8, 2022
Python

dccuchile /beto

Star500

BETO - Spanish version of the BERT model

nlp transformers spanish bert bert-model transformers-library

UpdatedOct 21, 2023

Beomi /KcBERT

Star495

🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋

nlp transformers bert korean-nlp bert-model

UpdatedNov 7, 2022

santhoshkolloju /Abstractive-Summarization-With-Transfer-Learning

Star413

Abstractive summarisation using Bert as encoder and Transformer Decoder

nlp transformer summarization transfer-learning nlg bert abstractive-text-summarization abstractive-summarization bert-model

UpdatedMay 30, 2023
Python

ai-forever /ner-bert

Star408

BERT-NER (nert-bert) with google berthttps://github.com/google-research.

python nlp python3 pytorch classification attention transfer-learning nmt ner bert joint-models conll-2003 bilstm-crf pytorch-model atis elmo bert-model ner-task factrueval

UpdatedFeb 3, 2020
Jupyter Notebook

microsoft /AzureML-BERT

Star402

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

nlp pytorch tuning pretrained-models language-model bert azure-machine-learning finetuning bert-model pretraining azureml-bert

UpdatedJun 12, 2023
Jupyter Notebook

barissayil /SentimentAnalysis

Star379

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

nlp flask machine-learning vuejs sentiment-analysis pytorch transformer stanford-sentiment-treebank albert bert pytorch-implementation bert-model huggingface distilbert huggingface-transformer huggingface-transformers

UpdatedJun 12, 2023
Python

yuanxiaosc /Multiple-Relations-Extraction-Only-Look-Once

Star349

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于http://lic2019.ccf.org.cn/kg 信息抽取。

information-extraction tensorflow-models joint-models relation-extraction entity-extraction bert-model