bert-model

There are 12 repositories under bert-model topic.

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
Language:Python 2378
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.
deep-learning vision-transformer bert-model bert explainability transformer-interpretability perturbation attention-visualization visualize-classifications vit attention-matrix cvpr2021
Language:Jupyter Notebook 1674
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
tensorflow entity-extraction relation-extraction pipeline-framework bert-model competition-code
Language:Python 1203
brightmart / bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
bert-model language-model attention-is-all-you-need transformer-encoder pre-training language-understanding text-classification document-classification self-attention transfer-learning nlp question-answering textcnn fasttext
Language:Python 959
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 huggingface-transformers huggingface nlp toxic-comment-classification toxicity toxic-comments sentence-classification kaggle-competition pytorch-lightning hatespeech hate-speech-detection toxicity-classification hate-speech
Language:Python 848
neuralmind-ai / portuguese-bert
Portuguese pre-trained BERT models
nlp-resources bert-model portuguese deep-learning bert natural-language-processing
Language:Python 772
sail-sg / Adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
adan bert-model convnext deep-learning fairseq mae optimizer resnet timm vit transformer-xl artificial-intelligence diffusion dreamfusion gpt2 pytorch cuda-programming
Language:Python 727
ncbi-nlp / bluebert
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
bert bert-model natural-language-processing pubmed pubmed-abstracts language-model mimic-iii
Language:Python 538
dccuchile / beto
BETO - Spanish version of the BERT model
bert bert-model transformers transformers-library nlp spanish
479
jind11 / TextFooler
A Model for Natural Language Attack on Text Classification and Inference
adversarial-attacks bert bert-model text-classification natural-language-inference natural-language-processing
Language:Python 474
Beomi / KcBERT
🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋
bert-model korean-nlp bert nlp transformers
456
ai-forever / ner-bert
BERT-NER (nert-bert) with google bert https://github.com/google-research.
python python3 pytorch bert ner bilstm-crf attention nlp transfer-learning pytorch-model ner-task bert-model nmt joint-models classification factrueval conll-2003 atis elmo
Language:Jupyter Notebook 404
santhoshkolloju / Abstractive-Summarization-With-Transfer-Learning
Abstractive summarisation using Bert as encoder and Transformer Decoder
bert summarization abstractive-summarization abstractive-text-summarization bert-model transformer transfer-learning nlp nlg
Language:Python 403
microsoft / AzureML-BERT
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
azure-machine-learning bert nlp pytorch pretrained-models finetuning pretraining bert-model azureml-bert tuning language-model
Language:Jupyter Notebook 386
barissayil / SentimentAnalysis
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
bert nlp machine-learning pytorch pytorch-implementation vuejs flask transformer huggingface huggingface-transformer huggingface-transformers sentiment-analysis bert-model stanford-sentiment-treebank albert distilbert
Language:Python 353
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。
relation-extraction entity-extraction information-extraction joint-models tensorflow-models bert-model
Language:Python 348
cooelf / SemBERT
Semantics-aware BERT for Language Understanding (AAAI 2020)
bert glue srl nlu aaai2020 bert-model sembert
Language:Python 287
Kyubyong / bert_ner
Ner with Bert
bert ner bert-model named-entity-recognition
Language:Python 279
neuralqa
victordibia / neuralqa
NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT
deep-learning natural-language-processing bert-model elastic-search information-retrieval
Language:JavaScript 233
awasthiabhijeet / PIE
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)
grammatical-error-correction sequence-transduction bert bert-model bert-models natural-language-processing sequence-editing sequence-labeling nlp post-editing bert-embeddings
Language:Macaulay2 225
yaleimeng / TextClassify_with_BERT
使用BERT模型做文本分类；面向工业用途
bert bert-chinese bert-model estimator text-classification textclassify
Language:Python 214
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 semantic-similarity clinical-semantic-similarity sts-b med-sts sentence-similarity
Language:Python 210
ernie
labteral / ernie
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
bert roberta albert distilbert tensorflow keras tensorflow2 nlp sentence-classification transformers huggingface bert-model bert-models bert-as-service bert-embeddings huggingface-transformer transformer-architecture transformer-tensorflow2 natural-language-processing
Language:Python 199
fajieyuan / SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
transfer-learning recommender-system cold-start user profiling recommendation transfer representation-learning lifelong-learning continual-learning collaborative-filtering self-supervised-learning pretraining cross-domain bert bert-model transformer universal universal-representation lifelong-machine-learning
Language:Python 196
iPieter / RobBERT
A Dutch RoBERTa-based language model
bert-model roberta language-model nlp nlp-resources bert transformers
Language:Jupyter Notebook 192
amirgholami / ai_and_memory_wall
AI and Memory Wall
flops bert-model transformer inference-flops training-flops memory-wall nlp-models bert-flops bertflops gpt gpt-2 gpt-3 electra albert electra-model albert-transformer
190
yl4579 / PL-BERT
Phoneme-Level BERT for Enhanced Prosody of Text-to-Speech with Grapheme Predictions
bert bert-model text-to-speech tts
Language:Python 188
digitalepidemiologylab / covid-twitter-bert
Pretrained BERT model for analysing COVID-19 Twitter data
bert-model twitter-data pretrained-models twitter twitter-sentiment-analysis
Language:Python 182
hate-alert / HateXplain
Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.
explainability hate-speech bias offensive detection hatespeech interpretable-deep-learning bert-model lstm attention-lstm bert-fine-tuning
Language:Python 177
savasy / Turkish-Bert-NLP-Pipeline
Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.
turkish-nlp sentiment-analysis natural-language-processing transformers bert-model named-entity-recognition question-answering turkish-sentiment-analysis turkish-ner nlp-pipeline bert ner
Language:Jupyter Notebook 166
jiacheng-xu / DiscoBERT
Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)
natural-language-processing text-summarization bert-model microsoft-dynamics-365 acl2020
Language:Python 164
declare-lab / RECCON
This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
emotion-recognition emotion-recognition-in-conversation dialogue-systems dialogue-generation emotion-cause-pair-extraction emotion-cause bert-model roberta emotion-tasks dataset causal-spans emotion conversations causal-inference causality causal-models reasoning inference natural-language-inference
Language:Python 161
DmitryKey / bert-solr-search
Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU
bert-model diversity elasticsearch hnswlib sbert semantic-search solr vector-search
Language:Python 161
dbmdz / berts
DBMDZ BERT, DistilBERT, ELECTRA, GPT-2 and ConvBERT models
bert bert-model german transformers electra
155
dmmiller612 / lecture-summarizer
Lecture summarization with BERT
bert bert-model summarization pytorch flask extractive-summarization
Language:Python 146
ianycxu / GCN-with-BERT
Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]
nlp graph-convolutional-networks gcn bert bert-model pytorch coreference-resolution gnn graph-neural-networks
Language:Jupyter Notebook 140

bert-model

BrikerMan / Kashgari

hila-chefer / Transformer-Explainability

yuanxiaosc / Entity-Relation-Extraction

brightmart / bert_language_understanding

unitaryai / detoxify

neuralmind-ai / portuguese-bert

sail-sg / Adan

ncbi-nlp / bluebert

dccuchile / beto

jind11 / TextFooler

Beomi / KcBERT

ai-forever / ner-bert

santhoshkolloju / Abstractive-Summarization-With-Transfer-Learning

microsoft / AzureML-BERT

barissayil / SentimentAnalysis

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

cooelf / SemBERT

Kyubyong / bert_ner

victordibia / neuralqa

awasthiabhijeet / PIE

yaleimeng / TextClassify_with_BERT

AndriyMulyar / semantic-text-similarity

labteral / ernie

fajieyuan / SIGIR2020_peterrec

iPieter / RobBERT

amirgholami / ai_and_memory_wall

yl4579 / PL-BERT

digitalepidemiologylab / covid-twitter-bert

hate-alert / HateXplain

savasy / Turkish-Bert-NLP-Pipeline

jiacheng-xu / DiscoBERT

declare-lab / RECCON

DmitryKey / bert-solr-search

dbmdz / berts

dmmiller612 / lecture-summarizer

ianycxu / GCN-with-BERT