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bert-model
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124 search results found
Kashgari
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2,141
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.
Transformer Explainability
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1,596
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
Bert_language_understanding
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886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Detoxify
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774
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
[email protected]
.
Adan
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672
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
Portuguese Bert
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582
Portuguese pre-trained BERT models
Entity Relation Extraction
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531
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 based Knowledge Extraction, SKE 2019
Bluebert
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485
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
Beto
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462
BETO - Spanish version of the BERT model
Ner Bert
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404
BERT-NER (nert-bert) with google bert https://github.com/google-research.
Abstractive Summarization With Transfer Learning
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387
Abstractive summarisation using Bert as encoder and Transformer Decoder
Azureml Bert
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384
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
Textfooler
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376
A Model for Natural Language Attack on Text Classification and Inference
Kcbert
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344
🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋
Sembert
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264
Semantics-aware BERT for Language Understanding (AAAI 2020)
Sentimentanalysis
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260
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
Bert_ner
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215
Ner with Bert
Neuralqa
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207
NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT
Ernie
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195
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
Sigir2020_peterrec
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194
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
Multiple Relations Extraction Only Look Once
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181
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。
Robbert
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180
A Dutch RoBERTa-based language model
Pie
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163
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)
Covid Twitter Bert
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157
Pretrained BERT model for analysing COVID-19 Twitter data
Discobert
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156
Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)
Hatexplain
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152
Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.
Pl Bert
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151
Phoneme-Level BERT for Enhanced Prosody of Text-to-Speech with Grapheme Predictions
Bert Solr Search
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151
Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU
Gcn With Bert
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140
Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]
Repo 2019
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135
BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics
Berts
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134
DBMDZ BERT, DistilBERT, ELECTRA, GPT-2 and ConvBERT models
Reccon
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128
This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
Lecture Summarizer
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126
Lecture summarization with BERT
Awesome Bert Japanese
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125
📝 A list of pre-trained BERT models for Japanese with word/subword tokenization + vocabulary construction algorithm information
Ai_and_memory_wall
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121
AI and Memory Wall blog post
Kg_rag
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114
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
Distill Bert Textgen
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90
Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".
Textclassify_with_bert
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78
使用BERT模型做文本分类;面向工业用途
Stock_prediction
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77
基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks
Bert Ml.net
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76
BERT Model for dotnet ML
Tunbert
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76
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)
Basic Machine Learning
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71
This is a repo of basic Machine Learning what I learn. More to go...
R Bert
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57
Pytorch re-implementation of R-BERT model
Semantic Text Similarity
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56
an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.
Innatis
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53
A Rasa NLU component library
Marbert
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49
UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic
Code Bert
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48
Automatically check mismatch between code and comments using AI and ML
Transformer_temporal_tagger
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46
Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging
Turkish Bert Nlp Pipeline
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44
Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.
Gender Unbiased_bert Based_pronoun_resolution
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41
Source code for the ACL workshop paper and Kaggle competition by Google AI team
Transformers Data Augmentation
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40
Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper
Sigir2021_conure
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39
One Person, One Model, One World: Learning Continual User Representation without Forgetting
Finbert Qa
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39
Financial Domain Question Answering with pre-trained BERT Language Model
Bert Qna Squad_2.0_finetuned_model
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38
BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.
German Sentiment
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38
A data set and model for german sentiment classification.
Msr2021 Programrepair
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35
Code of our paper Applying CodeBERT for Automated Program Repair of Java Simple Bugs which is accepted to MSR 2021.
Amazon Sagemaker Protein Classification
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35
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.
Arelight
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34
Granular Viewer of Sentiments Between Entities in Texts, powered by AREkit
Siamese Bert Fake News Detection Liar
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33
Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch
Ear
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31
Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"
German Sentiment Lib
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30
An easy to use python package for deep learning-based german sentiment classification.
Bert Like Is All You Need
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29
The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
Bioformer
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27
Bioformer: an efficient BERT model for biomedical text mining
Sbu Qa
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26
This repository uses pretrain BERT embeddings for transfer learning in QA domain
Gigabert
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26
Zero-shot Transfer Learning from English to Arabic
Shopee Product Matching
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25
This repo deals with a Kaggle competition: Shopee - Price Match Guarantee. The purpose is to determine if two products are the same by their images.
Tutorial Resources
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25
Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021
Bold
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21
Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper
Text Classification Transformers
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19
Easy text classification for everyone : Bert based models via Huggingface transformers (KR / EN)
Detox
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19
A web-app to identify toxic comments in a youtube channel and delete them.
Recommendation_transfer_learning_pretraining
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18
Pre-training and Transfer learning papers for recommendation
Foodbert
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18
FoodBERT: Food Extraction with DistilBERT
Bert Ner Fine Tuning Cloud Deployment
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17
Example Of Fine-Tuning BERT For Named-Entity Recognition Task And Preparing For Cloud Deployment Using Flask, React, And Docker
Bert Tensorflow Pytorch Spacy Conversion
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17
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_vn_ner
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16
PyTorch solution of Vietnamese Named Entity Recognition task with Google AI's BERT model.
Ezafe Recognition
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16
[ICWR 2023] Official repository of paper titled "Persian Ezafeh Recognition using Transformer-Based Models".
Use Cases Of Bert
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16
Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).
Unimask
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15
Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"
Bertlang
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14
A web interface to understand language-specific BERT-models
Taipei Qa Bert
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13
台北QA問答機器人(使用BERT、ALBERT)
Spam Detection
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13
Spam detection in SMS messages with BERT model and Machine Learning algorithms
Bert Movie Reviews Sentiment Classifier
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12
Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model
Causal Distill
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12
The Codebase for Causal Distillation for Language Models
Google Bert On Fake_or_real News Dataset
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12
📚 Use Google BERT on fake_or_real news dataset with best f1 score: 0.986
Counterpoint
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12
A BERT-inspired masked sequence model for harmonisation in the style of J.S. Bach.
Albert Zh For Pytorch Transformers
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11
轉換好的 Albert 中文模型 (for pytorch-transformers)
Relationships
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11
Official repository for the ICWSM '21 paper "More than meets the tie: Examining the Role of Interpersonal Relationships in Social Networks"
Google Local Results Ai Server
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11
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.
06p_sentiment Analysis With Deep Learning Using Bert
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11
Finetuning BERT in PyTorch for sentiment analysis.
Deep Learning With Neural Networks
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11
This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.
Language Model Pretraining For Text Generation
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11
LM pretraining for generation, reading list, resources, conference mappings.
Bert4srl
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11
Simple Fine-Tunning of BERT for Semantic Role Labeling
Cloze Test_pytorch_bert
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11
This is about the English test - cloze test which use the Google BERT model to predict the probable word.
Multi Dialect Arabic Bert
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10
This is a repository of the Multi-dialect Arabic BERT model.
Nlp_natural_language_processing
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10
NLP (Natural Language Processing)
Tbert
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10
PyTorch port of BERT ML model
Sentimentanalysis Python Demo
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10
Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models
Sense Bert
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8
This is the code for loading the SenseBERT model, described in our paper from ACL 2020.
Lm4db
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7
Material for my VLDB'22 and BTW'23 tutorials on application for language models in data management
Bert Text Classification J
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7
Load Tensorflow pb file using Bert/TextCNNs, an ensemble model in Java.
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