Ecosyste.ms: Awesome

https://github.com/brikerman/kashgari

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.

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

Last synced: 30 Sep 2024

https://github.com/BrikerMan/Kashgari

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.

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

Last synced: 31 Jul 2024

https://github.com/hila-chefer/transformer-explainability

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

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

Last synced: 30 Sep 2024

https://github.com/hila-chefer/Transformer-Explainability

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

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

Last synced: 31 Jul 2024

https://github.com/yuanxiaosc/entity-relation-extraction

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

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

Last synced: 30 Sep 2024

https://github.com/yuanxiaosc/Entity-Relation-Extraction

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

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

Last synced: 31 Jul 2024

https://github.com/brightmart/bert_language_understanding

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

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

Last synced: 01 Aug 2024

https://github.com/sail-sg/Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

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

Last synced: 01 Aug 2024

https://github.com/ncbi-nlp/bluebert

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

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

Last synced: 02 Aug 2024

https://github.com/dccuchile/beto

BETO - Spanish version of the BERT model

bert bert-model nlp spanish transformers transformers-library

Last synced: 05 Aug 2024

https://github.com/jind11/TextFooler

A Model for Natural Language Attack on Text Classification and Inference

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

Last synced: 01 Aug 2024

https://github.com/Beomi/KcBERT

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

bert bert-model korean-nlp nlp transformers

Last synced: 02 Aug 2024

https://github.com/sberbank-ai/ner-bert

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

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

Last synced: 11 Aug 2024

https://github.com/ai-forever/ner-bert

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

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

Last synced: 01 Aug 2024

https://github.com/king-menin/ner-bert

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

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

Last synced: 11 Aug 2024

https://github.com/santhoshkolloju/Abstractive-Summarization-With-Transfer-Learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

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

Last synced: 01 Aug 2024

https://github.com/microsoft/AzureML-BERT

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

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

Last synced: 07 Aug 2024

https://github.com/Microsoft/AzureML-BERT

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

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

Last synced: 01 Aug 2024

https://github.com/yuanxiaosc/multiple-relations-extraction-only-look-once

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。

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

Last synced: 26 Sep 2024

https://github.com/yuanxiaosc/Multiple-Relations-Extraction-Only-Look-Once

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。

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

Last synced: 31 Jul 2024

https://github.com/Kyubyong/bert_ner

Ner with Bert

bert bert-model named-entity-recognition ner

Last synced: 01 Aug 2024

https://github.com/victordibia/neuralqa

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

bert-model deep-learning elastic-search information-retrieval natural-language-processing

Last synced: 31 Jul 2024

https://github.com/AndriyMulyar/semantic-text-similarity

an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.

bert bert-model clinical-semantic-similarity med-sts semantic-similarity sentence-similarity sts-b

Last synced: 04 Aug 2024

https://github.com/labteral/ernie

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

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

Last synced: 07 Aug 2024

https://github.com/amirgholami/ai_and_memory_wall

AI and Memory Wall

albert albert-transformer bert-flops bert-model bertflops electra electra-model flops gpt gpt-2 gpt-3 inference-flops memory-wall nlp-models training-flops transformer

Last synced: 04 Aug 2024

https://github.com/iPieter/RobBERT

A Dutch RoBERTa-based language model

bert bert-model language-model nlp nlp-resources roberta transformers

Last synced: 03 Aug 2024

https://github.com/dmmiller612/lecture-summarizer

Lecture summarization with BERT

bert bert-model extractive-summarization flask pytorch summarization

Last synced: 01 Aug 2024

https://github.com/ianycxu/GCN-with-BERT

Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]

bert bert-model coreference-resolution gcn gnn graph-convolutional-networks graph-neural-networks nlp pytorch

Last synced: 01 Aug 2024

https://github.com/rubenszimbres/repo-2019

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

anomaly-detection aws-emr-clusters aws-rds bert bert-model emr-cluster googleassistant googlespeech hiveql keras-tensorflow mathe mathematica pyspark raspberry-pi-3 sql-server tensorflow wolfram-mathematica

Last synced: 27 Sep 2024

https://github.com/micahcarroll/unimask

Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"

bert-model deep-learning imitation-learning pytorch reinforcement-learning self-supervised-learning

Last synced: 02 Oct 2024

https://github.com/krishna-sharma19/SBU-QA

This repository uses pretrain BERT embeddings for transfer learning in QA domain

bert-model fine-tuning question-answering question-generation tensorflow transfer-learning

Last synced: 01 Aug 2024

https://github.com/abhilash1910/bertsimilarity

Sentential Semantic Similarity measurement library using BERT Embeddings for spatial distance evaluation.

bert bert-model bert-tokenizer cosine-distance pytorch scipy transformers-library

Last synced: 30 Sep 2024

https://github.com/fredriko/bert-tensorflow-pytorch-spacy-conversion

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

bert bert-model how-to keras nlp pytorch-transformers spacy spacy-models spacy-nlp spacy-package spacy-pytorch-transformers tensorflow

Last synced: 07 Aug 2024

https://github.com/FranxYao/Language-Model-Pretraining-for-Text-Generation

LM pretraining for generation, reading list, resources, conference mappings.

bert bert-model gpt language-generation language-model pretrained-models text-generation

Last synced: 02 Aug 2024

https://github.com/MilaNLProc/bertlang

A web interface to understand language-specific BERT-models

artificial-intelligence bert-model machine-learning nlp nlp-machine-learning

Last synced: 28 Aug 2024

https://github.com/innodatalabs/tbert

PyTorch port of BERT ML model

bert-model natural-language-processing neural-network nlp pytorch

Last synced: 01 Aug 2024

https://github.com/EmreTaha/Unsupervised-Domain-Adaptation-with-BERT

Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.

adversarial-learning amazon-food-reviews bert bert-model colab domain-adaptation nlp sentiment-analysis tensorflow unsupervised-learning

Last synced: 03 Aug 2024

https://github.com/arnobiomorelix/berttransferlearning

Bidirectional Encoder Representations from Transformers (BERT) transfer learning for named entity recognition and de-identification of sensitive data

bert bert-model deep-learning named-entity-recognition ner transfer-learning

Last synced: 02 Aug 2024

https://github.com/Lukas-Justen/Law-OMNI-BERT-Project

Directly applying advancements in transfer learning from BERT results in poor accuracy in domain-specific areas like law because of a word distribution shift from general domain corpora to domain-specific corpora. In our project, we will demonstrate how the pre-trained language model BERT can be adapted to additional domains, such as contract law or court judgments.

bert bert-model contracts language-model law legal-texts statistical-linguistics

Last synced: 04 Aug 2024

https://github.com/abhaskumarsinha/keras-implementation-of-transformer-architecture

This repository presents a Python-based implementation of the Transformer architecture on Keras TensorFlow library, as proposed by Vaswani et al. in their 2017 paper "Attention is all you need."

bert bert-model keras machine-translation natural-language-generation natural-language-processing natural-language-understanding nlp nlp-machine-learning nlp-parsing nmt nmt-model tensorflow tensorflow-tutorials tensorflow2 transformer transformer-architecture transformer-models translation

Last synced: 26 Sep 2024

https://github.com/fork123aniket/contrastive-learning-for-sentence-embeddings

Implementation of Simple Contrastive Learning-based Unsupervised approach to generate sentence embeddings and to perform text similarity in Tensorflow

bert-model contrastive-learning natural-language-processing scikit-learn tensorflow-tutorials tensorflow2 transformers

Last synced: 26 Sep 2024

https://github.com/kanishk3813/intel_sentiment_analysis

Intel Review Analyzer is a powerful tool designed to help businesses understand customer sentiments through automated analysis of reviews. This project leverages state-of-the-art NLP techniques to classify reviews, highlight key sentiments, generate word clouds, and visualize trends over time.

axios bert-model cors deep-learning flask pandas python react spacy

Last synced: 30 Sep 2024

https://github.com/zeyadusf/finetuning-llms

Finetuning Large Language Models

bert-model deberta distilbert finetuning finetuning-llms llama2 llms lora peft-fine-tuning-llm quantization roberta summarization t5-model text-classification text-generation

Last synced: 01 Oct 2024

https://github.com/dragonscypher/prompty

Tool for generating smart and secure prompts for language models!

autotokenizer bert-model cuda google-t5 llm python3 tensorflow threading

Last synced: 02 Oct 2024

https://github.com/adham-elaraby/deka-bert-transformer

Text-Klassifizierer Coding Challenge im Bereich Machine Learning

archive bert bert-model coding-challenge fine-tuning huggingface-transformers pytorch text-classification

Last synced: 26 Sep 2024

https://github.com/kirteshpatel98/reghub_news_signal_analysis

ai bert-model deep-learning generative-ai large-language-models llama2 named-entity-recognition natural-language-processing similarity-analysis

Last synced: 27 Sep 2024

https://github.com/spoortimorabad/twittersentimentanalysis

Analyzing Twitter sentiment using BERT for real-time insights into public opinion and brand perception

bert-embeddings bert-model mit-license python3 pytorch twitter-sentiment-analysis wordcloud

Last synced: 26 Sep 2024

https://github.com/ireneli393/bank-credit-risk-assessment-with-nlp-models

Advanced-Name-Screening-and-Entity-Linking-with-Existing-NLP-Models

bert-model nlp-machine-learning python3 pytorch roberta xlnet

Last synced: 26 Sep 2024

https://github.com/sathish-1804/content-based-image-search

A simple application that lets you search for images using natural language. Describe what you want to see, and the app will find and display relevant images based on your description.

bert-embeddings bert-model faiss python3 streamlit

Last synced: 26 Sep 2024