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26 search results found

Kashgari ⭐ 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.

Bert_language_understanding ⭐ 886

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

Detoxify ⭐ 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].

Portuguese Bert ⭐ 582

Portuguese pre-trained BERT models

Bluebert ⭐ 485

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

BETO - Spanish version of the BERT model

Ner Bert ⭐ 404

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

Abstractive Summarization With Transfer Learning ⭐ 387

Abstractive summarisation using Bert as encoder and Transformer Decoder

Azureml Bert ⭐ 384

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

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

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

Sentimentanalysis ⭐ 260

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

Neuralqa ⭐ 207

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

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

Robbert ⭐ 180

A Dutch RoBERTa-based language model

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)

Discobert ⭐ 156

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

Gcn With Bert ⭐ 140

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

Awesome Bert Japanese ⭐ 125

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

Distill Bert Textgen ⭐ 90

Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".

Stock_prediction ⭐ 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

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 ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

A Rasa NLU component library

Turkish Bert Nlp Pipeline ⭐ 44

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Finbert Qa ⭐ 39

Financial Domain Question Answering with pre-trained BERT Language Model

Arelight ⭐ 34

Granular Viewer of Sentiments Between Entities in Texts, powered by AREkit

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

Bioformer ⭐ 27

Bioformer: an efficient BERT model for biomedical text mining

Tutorial Resources ⭐ 25

Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021

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

A web-app to identify toxic comments in a youtube channel and delete them.

Foodbert ⭐ 18

FoodBERT: Food Extraction with DistilBERT

Bert Tensorflow Pytorch Spacy Conversion ⭐ 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.

Ezafe Recognition ⭐ 16

[ICWR 2023] Official repository of paper titled "Persian Ezafeh Recognition using Transformer-Based Models".

Use Cases Of Bert ⭐ 16

Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).

Bertlang ⭐ 14

A web interface to understand language-specific BERT-models

Google Bert On Fake_or_real News Dataset ⭐ 12

📚 Use Google BERT on fake_or_real news dataset with best f1 score: 0.986

Relationships ⭐ 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 ⭐ 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 ⭐ 11

Finetuning BERT in PyTorch for sentiment analysis.

Bert4srl ⭐ 11

Simple Fine-Tunning of BERT for Semantic Role Labeling

Deep Learning With Neural Networks ⭐ 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.

PyTorch port of BERT ML model

Nlp_natural_language_processing ⭐ 10

NLP (Natural Language Processing)

Sentimentanalysis Python Demo ⭐ 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 ⭐ 8

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

Bertsentimentclassification ⭐ 7

BERT Sentiment Classification on the Large Movie Review Dataset.

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

Machine Learning ⭐ 7

Machine learning algorithms from scratch

Multi Label Sentiment Classifier ⭐ 6

How to build a multi-label sentiment classifiers with Tez and PyTorch

Bert Jittor ⭐ 6

A BERT model built with Jittor | 计图版 BERT 模型 | 计图 NLP 教程

Codebase for "Decoding language spatial relations to 2D spatial arrangements" (Findings of EMNLP 2020).

Unsupervised Domain Adaptation With Bert ⭐ 6

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

Twanalytics ⭐ 5

Pro/Anti-vaxxers in Brazil: a temporal analysis of COVID vaccination stance in Twitter

Natural Language Processing of academic papers for dataset indexing

Tagalog Fake News ⭐ 5

Fake news detection in Filipino via Multitask Transfer Learning

Sentiment Analysis On Amazon Reviews ⭐ 5

In this project, we compared Spanish BERT and Multilingual BERT in the Sentiment Analysis task.

Identify The Sentiments Av Nlp Contest ⭐ 5

This project is submitted as python implementation in the contest of Analytics Vidhya called "Identify the Sentiments". I enjoyed the joining of this competition and all its process. This submited solution got the rank 118 in the public leaderboard.

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