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Projects in Awesome Lists tagged with bert-model

A curated list of projects in awesome lists tagged with bert-model .

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: 09 Apr 2025

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: 27 Mar 2025

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: 15 May 2025

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: 27 Mar 2025

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: 28 Mar 2025

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: 12 Apr 2025

https://github.com/unitaryai/detoxify

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.

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

Last synced: 14 Jan 2026

https://github.com/skalskip/vlms-zero-to-hero

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

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

Last synced: 06 Oct 2025

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: 28 Feb 2026

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: 18 Apr 2025

https://github.com/dccuchile/beto

BETO - Spanish version of the BERT model

bert bert-model nlp spanish transformers transformers-library

Last synced: 13 Jul 2025

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: 07 May 2025

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: 19 Apr 2025

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: 05 Apr 2025

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: 19 Jul 2025

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: 02 Apr 2025

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: 09 Apr 2025

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: 28 Mar 2025

https://github.com/cooelf/sembert

Semantics-aware BERT for Language Understanding (AAAI 2020)

aaai2020 bert bert-model glue nlu sembert srl

Last synced: 09 Apr 2025

https://github.com/yl4579/pl-bert

Phoneme-Level BERT for Enhanced Prosody of Text-to-Speech with Grapheme Predictions

bert bert-model text-to-speech tts

Last synced: 12 Apr 2025

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: 05 Apr 2025

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: 14 May 2025

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: 06 Apr 2025

https://github.com/ipieter/robbert

A Dutch RoBERTa-based language model

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

Last synced: 05 Mar 2026

https://github.com/iPieter/RobBERT

A Dutch RoBERTa-based language model

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

Last synced: 10 May 2025

https://github.com/dbmdz/berts

DBMDZ BERT, DistilBERT, ELECTRA, GPT-2 and ConvBERT models

bert bert-model electra german transformers

Last synced: 14 Feb 2026

https://github.com/ianycxu/RGCN-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: 16 Apr 2025

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: 02 Apr 2025

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: 19 Jul 2025

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: 26 Oct 2025

https://github.com/shivendrra/smalllanguagemodel

a LLM cookbook, for building your own from scratch, all the way from gathering data to training a model

bert-model decoder-model gpt llm-cookbook llm-training llms machine-learning neural-networks transformer

Last synced: 12 Apr 2025

https://github.com/shivendrra/SmallLanguageModel

a LLM cookbook, for building your own from scratch, all the way from gathering data to training a model

bert-model decoder-model gpt llm-cookbook llm-training llms machine-learning neural-networks transformer

Last synced: 14 Mar 2025

https://github.com/shamanez/bert-like-is-all-you-need

The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition

bert-model fine-tuning multimodal-emotion-recognition multimodal-representation pretrained-models self-supervised-learning sentiment-analysis speech-emotion-recognition

Last synced: 19 Apr 2025

https://github.com/amazon-science/bold

Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper

bert bert-model bias fairness-ml gpt-2 language-model nlg nlg-dataset nlp text-generation

Last synced: 12 Feb 2026

https://github.com/Gigabyte0x1337/BERT-ML.NET

BERT Model for dotnet ML

api bert-model dotnet ml

Last synced: 18 Apr 2025

https://github.com/oliverguhr/german-sentiment-lib

An easy to use python package for deep learning-based german sentiment classification.

bert-model deep-learning german machine-learning python-library sentiment-analysis sentiment-classification

Last synced: 14 Jan 2026

https://github.com/vidhi1290/llm---detect-ai-generated-text

AI-Generated Text Detection: A BERT-powered solution for accurately identifying AI-generated text. Seamlessly integrated, highly accurate, and user-friendly.🚀

ai-generated bert bert-model detection-algorithm kaggle kaggle-competition llm machine-learning natural-language-processing nlp

Last synced: 19 Oct 2025

https://github.com/wglab/bioformer

Bioformer: an efficient BERT model for biomedical text mining

bert-model biomedical-nlp natural-language-processing natural-language-understanding nlp

Last synced: 17 Jan 2026

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: 18 Aug 2025

https://github.com/beingamanforever/llm-text-detection

A complete overview and insights into AI-Text detection :seedling: using the powerful BERT(Bi-directional encoder representation transformer) to predict if a text is AI-generated :sunflower: or Human-authored :rocket:

ai-text-detector artificial-intelligence bert bert-model kaggle kaggle-competitions llm machine-learning natural-language-processing neural-networks nlp open-project

Last synced: 27 Apr 2025

https://github.com/g8a9/ear

Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"

attention attention-mechanism bert-model nlp regularization

Last synced: 09 Apr 2026

https://github.com/amazon-science/transformers-data-augmentation

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

bart bert bert-model data-augmentation gpt

Last synced: 03 May 2025

https://github.com/yorko/gender-unbiased_bert-based_pronoun_resolution

Source code for the ACL workshop paper and Kaggle competition by Google AI team

acl2019 bert bert-model coreference-resolution gender-bias kaggle

Last synced: 02 Sep 2025

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: 02 Apr 2025

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: 12 Apr 2025

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: 19 Jul 2025

https://github.com/frankaging/causal-distill

The Codebase for Causal Distillation for Language Models (NAACL '22)

bert-model distilbert language-model model-compression model-distillation

Last synced: 29 Apr 2025

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: 22 Apr 2025

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: 05 Mar 2026

https://github.com/nunorc/qaptnet

BERT model fine-tuned for question answering tasks in Portuguese text

bert-model pln portuguese pytorch question-answering

Last synced: 01 Jul 2025

https://github.com/stefan-it/italian-bertelectra

🇮🇹 Italian BERT and ELECTRA models (incl. evaluation)

bert bert-model electra italian

Last synced: 06 May 2025

https://github.com/datawhalechina/hand-bert

Building BERT Model with PyTorch

bert-model

Last synced: 22 Jan 2026

https://github.com/angel-daza/bert4srl

Simple Fine-Tunning of BERT for Semantic Role Labeling

bert-model natural-language-processing nlp-machine-learning sematic-role-labeling

Last synced: 20 Jul 2025

https://github.com/deepschneider/bert-ner-fine-tuning-cloud-deployment

Example Of Fine-Tuning BERT For Named-Entity Recognition Task And Preparing For Cloud Deployment Using Flask, React, And Docker

bert-fine-tuning bert-flask-api bert-model docker-flask docker-python flask-api flask-application huggingface huggingface-transformers

Last synced: 14 Apr 2025

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: 23 Aug 2025

https://github.com/bhattbhavesh91/bert-topic-modeling

Small tutorial on how you can use BERT for Topic Modeling

bert bert-embeddings bert-model google-bert topic-modeling topic-modelling

Last synced: 12 Aug 2025

https://github.com/olafurjohannsson/edgebert

A pure Rust + WASM implementation for BERT inference with minimal dependencies

bert-embeddings bert-model minilm-l6-v2 rust vector-search wasm

Last synced: 16 Jan 2026

https://github.com/serpapi/google-local-results-ai-server

A server code for serving BERT-based models for text classification. It is designed by SerpApi for heavy-load prototyping and production tasks, specifically for the implementation of the google-local-results-ai-parser gem.

ai bert bert-classification bert-model model nlp-machine-learning production-ready prototyping pytorch server

Last synced: 09 Jul 2025

https://github.com/karami-mehdi/AISightQuest

Utilizing AI and machine learning, the project extracts text from images via Apple's Vision Framework and offers instant answers to questions in documents through the BERT model.

artificial-intelligence bert-model ios-app machine-learning scan-documents tipki vision-framework

Last synced: 23 Apr 2025

https://github.com/sleepingcat4/bert-textgeneration

A complete guide in generating text using bert and fine-tune

bert-fine-tuning bert-model text-generation tranformers

Last synced: 13 Oct 2025

https://github.com/26hzhang/bert_classification

Token and Sentence Level Classification with Google's BERT (TensorFlow)

bert-bilstm-crf bert-embeddings bert-model tensorflow

Last synced: 12 Oct 2025

https://github.com/agiletechvn/opencv-starterkit

OpenCV, nltk with Tensorflow all together

bert-model fasttext keras nltk opencv4 tensorflow

Last synced: 11 Oct 2025

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: 28 Apr 2025

https://github.com/dark-art108/megatronbot

MegatronBot is a Full-Fledged ChatBot with some awesome Powers 🔥🔥

bert-model chat-application chatbot elmo nlp nlu

Last synced: 21 Aug 2025

https://github.com/mlh-fellowship/shortify

Get an article gist under a minute

bert bert-model javascript python reactjs

Last synced: 17 Aug 2025

https://github.com/itrummer/lm4db

Material for my VLDB'22 and BTW'23 tutorials on application for language models in data management

bert-model databases gpt-3 language-model ml nlp

Last synced: 18 Mar 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/zishan-shao/flashsvd

Welcome to the FlashSVD, an activation aware inference system for SVD-based low-rank model inference. Our paper is available here:

bert-model llama llm-inference low-rank-factorization svd

Last synced: 07 Oct 2025

https://github.com/bhattbhavesh91/muril-tutorial

Small demo showing how MuRIL (Multilingual Representations for Indian Languages : A BERT model pre-trained on 17 Indian languages) understands Indian Languages better

bert-embeddings bert-model google-muril indian-languages multilingual-representations

Last synced: 17 Apr 2025

https://github.com/nicolay-r/rusentrel-leaderboard

This is an official Leaderboard for the RuSentRel-1.1 dataset originally described in paper (arxiv:1808.08932)

attention attention-mechanism benchmark bert-model bilstm chatgpt classifiers cnn language-models leaderboard low-resource-nlp neural-networks relation-extraction sentiment-analysis

Last synced: 11 Aug 2025

https://github.com/iamkankan/neural-network

Deep Learning, Attention, Transformers, BERT, GPT-2, GTP-3

bert-model gpt-2 gpt-3 gru lstm-neural-networks neural-network rnn-lstm rnn-model

Last synced: 10 Apr 2025

https://github.com/brunneis/ilab-erisk-2020

Repository accompanying the CLEF 2020 eRisk Workshop Working Notes for the iLab team (University Of Strathclyde)

bert bert-model clef early-risk erisk huggingface reddit tensorflow tensorflow2 text-classification transformers xlm-roberta

Last synced: 20 Feb 2026