bert-models

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BaranziniLab /KG_RAG

Star905

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

bioinformatics biomedical-informatics knowledge-graph llama gpt knowledge-base context-aware bioinformatics-algorithms biomedical-applications rag bert-models sentence-transformers gpt4 prompt-tuning large-language-models llm prompt-engineering gpt35turbo retrieval-augmented-generation llama2

UpdatedNov 9, 2024
Jupyter Notebook

Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction":www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

nlp natural-language-processing bert sequence-labeling grammatical-error-correction sequence-editing sequence-transduction post-editing bert-model bert-embeddings bert-models

UpdatedMar 24, 2023
Macaulay2

labteral /ernie

Star201

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

nlp natural-language-processing tensorflow keras transformers sentence-classification albert bert roberta bert-model transformer-architecture tensorflow2 bert-embeddings huggingface bert-models bert-as-service transformer-tensorflow2 distilbert huggingface-transformer

UpdatedMay 26, 2024
Python

manideep2510 /siamese-BERT-fake-news-detection-LIAR

Star153

Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch

machine-learning pytorch artificial-intelligence artificial-neural-networks fake-news liar fake-news-challenge bert-model language-understanding huggingface bert-models liar-plus bert-siamese

UpdatedSep 13, 2022
Python

himkt /awesome-bert-japanese

Sponsor

Star131

📝 A list of pre-trained BERT models for Japanese with word/subword tokenization + vocabulary construction algorithm information

nlp natural-language-processing japanese bert bert-models

UpdatedMar 15, 2023

instadeepai /tunbert

Star123

TunBERT is the first release of a pre-trained BERT model for the Tunisian dialect using a Tunisian Common-Crawl-based dataset. TunBERT was applied to three NLP downstream tasks: Sentiment Analysis (SA), Tunisian Dialect Identification (TDI) and Reading Comprehension Question-Answering (RCQA)

nlp sentiment-analysis question-answering dialect-identification bert-models

UpdatedFeb 13, 2023
Python

surbhardwaj /BERT-QnA-Squad_2.0_Finetuned_Model

Star56

BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.

download pytorch question-answering pretrained-models squad bert bert-model bert-questionandanswering bert-qna-pretrained-models huggingface bert-models bert-pytorch

UpdatedMar 27, 2020
Python

AI21Labs /sense-bert

Star46

This is the code for loading the SenseBERT model, described in our paper from ACL 2020.

nlp natural-language-processing nlp-machine-learning bert natural-language-understanding bert-model bert-embeddings bert-models

UpdatedMar 24, 2023
Python

aws-samples /amazon-sagemaker-protein-classification

Star42

Implementation of Protein Classification based on subcellular localization using ProtBert(Rostlab/prot_bert_bfd_localization) model from Hugging Face library, based on BERT model trained on large corpus of protein sequences.

proteins protein-sequences distributed-training amazon-sagemaker bert-models amazon-sagemaker-studio protien-classification protbert-model sagemaker-distributed-data-parallel