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Search results for python bert

597 search results found

Cmrc2018 ⭐ 313

A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)

Relation Extraction ⭐ 304

中文关系抽取

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

Ark Nlp ⭐ 289

A private nlp coding package, which quickly implements the SOTA solutions.

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Albert Chinese Ner ⭐ 286

使用预训练语言模型ALBERT做中文NER

Rasa_nlu_gq ⭐ 280

turn natural language into structured data(支持中文，自定义了N种模型，支持不同的场景和任务)

Tod Bert ⭐ 277

Pre-Trained Models for ToD-BERT

Chinesener ⭐ 274

中文NER的那些事儿

Bert For Rrc Absa ⭐ 273

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Pytorch_bert_bilstm_crf_ner ⭐ 271

基于pytorch的bert_bilstm_crf中文命名实体识别

Sembert ⭐ 264

Semantics-aware BERT for Language Understanding (AAAI 2020)

Extreme Bert ⭐ 263

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

Sentimentanalysis ⭐ 260

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

Indic Bert ⭐ 253

BERT-based Multilingual Model for Indian Languages

Fancy Nlp ⭐ 246

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Bert4pytorch ⭐ 244

超轻量级bert的pytorch版本，大量中文注释，容易修改结构，持续更新

Easy and Efficient Transformer : Scalable Inference Solution For Large NLP model

Commit Autosuggestions ⭐ 234

A tool that AI automatically recommends commit messages.

Pytorch Nlu ⭐ 226

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Bertner ⭐ 223

ChineseNER based on BERT, with BiLSTM+CRF layer

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

Demo Chinese Text Binary Classification With Bert ⭐ 219

Textclf ⭐ 217

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR

Diffusion Bert ⭐ 217

Implementation of DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

Bert Squad ⭐ 217

SQuAD Question Answering Using BERT, PyTorch

Bert_ner ⭐ 215

Chineseblue ⭐ 212

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

Step_into_llm ⭐ 211

MindSpore online courses: Step into LLM

Kevinpro Nlp Demo ⭐ 209

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）

Bert_for_corrector ⭐ 208

基于bert进行中文文本纠错

Kaleido Bert ⭐ 207

(CVPR2021) Kaleido-BERT: Vision-Language Pre-training on Fashion Domain.

CUAD (NeurIPS 2021)

Kobigbird ⭐ 202

🦅 Pretrained BigBird Model for Korean (up to 4096 tokens)

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

Banglabert ⭐ 198

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.

Deep Learning For Hackers ⭐ 196

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

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

Nsp Bert ⭐ 194

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

MinT: Minimal Transformer Library and Tutorials

Vocab Coverage ⭐ 191

语言模型中文认知能力分析

Pytorch_triple_extraction ⭐ 191

基于pytorch的中文三元组提取（命名实体识别+关系抽取）

Bert Chainer ⭐ 189

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"

Cail2019 ⭐ 188

法研杯2019相似案例匹配第二名解决方案（附数据集和文档）

Slovnet ⭐ 188

Deep Learning based NLP modeling for Russian language

Bert Of Theseus ⭐ 186

⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).

Bert Attributeextraction ⭐ 185

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

Bert Ner Tf ⭐ 184

Named Entity Recognition with BERT using TensorFlow 2.0

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Bert Classification Tutorial ⭐ 180

【2023年版】BERTによるテキスト分類

Awesome Mim ⭐ 178

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

Nl2sql Rule ⭐ 177

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

Xlnet_zh ⭐ 175

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

Bert Gpu ⭐ 170

multi-gpu pre-training in one machine for BERT from scratch without horovod (Data Parallelism)

Nlp_research ⭐ 170

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文四大任务

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

Fastbert ⭐ 167

对ACL2020 FastBERT论文的复现，论文地址:https://arxiv.org/pdf/2004.0217

Distilkobert ⭐ 165

Distillation of KoBERT from SKTBrain (Lightweight KoBERT)

Bert Vocab Builder ⭐ 164

Builds wordpiece(subword) vocabulary compatible for Google Research's BERT

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

Quickai ⭐ 159

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

Label Studio Transformers ⭐ 158

Label data using HuggingFace's transformers and automatically get a prediction service

Chatgpt Vs. Bert ⭐ 157

🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT

Question_generator ⭐ 157

An NLP system for generating reading comprehension questions

Chinese Text Classification Pytorch ⭐ 156

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！

Textoir ⭐ 155

TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)

Ccf_2020_qa_match ⭐ 153

ccf 2020 qa match competition top1

Pl Bert ⭐ 151

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

Cofipruning ⭐ 151

ACL 2022: Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408

Knowledgedistillation ⭐ 150

Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

Bert Ch Ner ⭐ 149

基于BERT的中文命名实体识别

Cail2019 ⭐ 149

法研杯2019 阅读理解赛道 top3

A neural named entity recognition and multi-type normalization tool for biomedical text mining

Tabformer ⭐ 144

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

Chinese Mandarin Grapheme-to-Phoneme Converter. 中文轉注音或拼音 (INTERSPEECH 2022)

Mlm Scoring ⭐ 135

Python library & examples for Masked Language Model Scoring (ACL 2020)

Kg Bert ⭐ 132

KG-BERT: BERT for Knowledge Graph Completion

Xiaohei Zuowen ⭐ 131

小嘿作文生成器：根据主题谓语、主题宾语，生成中学考试风格的作文。

Deploy Bert For Sentiment Analysis With Fastapi ⭐ 129

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

Ganbert ⭐ 127

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

Goemotions Pytorch ⭐ 127

Pytorch Implementation of GoEmotions 😍😢😱

Lecture Summarizer ⭐ 126

Lecture summarization with BERT

Bert Sequence Tagging ⭐ 125

基于BERT的中文序列标注

Multilingual_ner ⭐ 120

Applying BERT to named entity recognition in English and Russian.

Entity_extractor_by_pointer ⭐ 119

使用torch整合两种经典的指针NER抽取范式，分别是SpanBert和苏神的GlobalPoint

Sapbert ⭐ 117

[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.

LERT: A Linguistically-motivated Pre-trained Language Model（语言学信息增强的预训练模型LERT）

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 popularly used models. Our findings confirm that the OOD accuracy in NLP tasks needs to be paid more attention to since the significant performance decay compared to ID accuracy has been found in all settings.

Deepner ⭐ 110

An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

A comparison tool of Japanese tokenizers

基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Multi Label_classification ⭐ 108

transform multi-label classification as sentence pair task, with more training data and information

Opendialog ⭐ 107

An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统，一键部署微信闲聊机器人)

Text Classification Demos ⭐ 106

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Bertqa Attention On Steroids ⭐ 105

BertQA - Attention on Steroids

Prosody ⭐ 104

Helsinki Prosody Corpus and A System for Predicting Prosodic Prominence from Text

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