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Search results for python bert model

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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].

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Portuguese Bert ⭐ 582

Portuguese pre-trained BERT models

Entity Relation Extraction ⭐ 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

Ner Bert ⭐ 403

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

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Sembert ⭐ 264

Semantics-aware BERT for Language Understanding (AAAI 2020)

Sentimentanalysis ⭐ 260

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

Bert_ner ⭐ 215

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

Multiple Relations Extraction Only Look Once ⭐ 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。

Covid Twitter Bert ⭐ 157

Pretrained BERT model for analysing COVID-19 Twitter data

Hatexplain ⭐ 152

Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

Bert Solr Search ⭐ 151

Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU

Pl Bert ⭐ 151

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

This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.

Lecture Summarizer ⭐ 126

Lecture summarization with BERT

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

Distill Bert Textgen ⭐ 90

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

Textclassify_with_bert ⭐ 78

使用BERT模型做文本分类；面向工业用途

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...

Semantic Text Similarity ⭐ 56

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

A Rasa NLU component library

Code Bert ⭐ 48

Automatically check mismatch between code and comments using AI and ML

Transformer_temporal_tagger ⭐ 46

Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging

Sigir2021_conure ⭐ 39

One Person, One Model, One World: Learning Continual User Representation without Forgetting

Finbert Qa ⭐ 39

Financial Domain Question Answering with pre-trained BERT Language Model

German Sentiment ⭐ 38

A data set and model for german sentiment classification.

Bert Qna Squad_2.0_finetuned_model ⭐ 38

BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.

Msr2021 Programrepair ⭐ 35

Code of our paper Applying CodeBERT for Automated Program Repair of Java Simple Bugs which is accepted to MSR 2021.

Arelight ⭐ 34

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

Siamese Bert Fake News Detection Liar ⭐ 33

Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch

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

German Sentiment Lib ⭐ 30

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

Bert Like Is All You Need ⭐ 29

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

Gigabert ⭐ 26

Zero-shot Transfer Learning from English to Arabic

Tutorial Resources ⭐ 25

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

Text Classification Transformers ⭐ 19

Easy text classification for everyone : Bert based models via Huggingface transformers (KR / EN)

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.

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

Taipei Qa Bert ⭐ 13

台北QA問答機器人(使用BERT、ALBERT)

Causal Distill ⭐ 12

The Codebase for Causal Distillation for Language Models

Relationships ⭐ 11

Official repository for the ICWSM '21 paper "More than meets the tie: Examining the Role of Interpersonal Relationships in Social Networks"

Bert4srl ⭐ 11

Simple Fine-Tunning of BERT for Semantic Role Labeling

Albert Zh For Pytorch Transformers ⭐ 11

轉換好的 Albert 中文模型 (for pytorch-transformers)

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.

PyTorch port of BERT ML model

Sense Bert ⭐ 8

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

Machine Learning ⭐ 7

Machine learning algorithms from scratch

Bertcommentsum ⭐ 7

Bert Abstractive Summarization of Online News Discussion Threads

Rusentrel Leaderboard ⭐ 7

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

Opencv Starterkit ⭐ 7

OpenCV, nltk with Tensorflow all together

Arabic Relation extraction system, named entity recognition, IE

Albert Text Classification ⭐ 6

ALBERT Text Classification Tensorflow, Resume Classification

Bert Question Answer ⭐ 6

基於BERT的中文答題模組

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

Bert_classification ⭐ 6

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

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.

Bert Examples ⭐ 5

Fine Tuning BERT for Text Classification and Question Answering Using TensorFlow & PyTorch Frameworks

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

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