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948 search results found

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

Backprop ⭐ 242

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

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

Bert Loves Chemistry ⭐ 240

bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Natural_language_processing_with_transformers ⭐ 235

Natural Language Processing with Transformers 中译本，最权威Transformers教程

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

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

Demo Chinese Text Binary Classification With Bert ⭐ 219

Bert Squad ⭐ 217

SQuAD Question Answering Using BERT, PyTorch

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_ner ⭐ 215

Chineseblue ⭐ 212

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

Finbert ⭐ 211

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

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)

Albert Pytorch ⭐ 195

Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)

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"

Sigir2020_peterrec ⭐ 194

Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

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"

Slovnet ⭐ 188

Deep Learning based NLP modeling for Russian language

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）

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

Awesome Llm Eval ⭐ 183

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, learderboard, papers, docs and models, mainly for Evaluation on LLMs.

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

Robbert ⭐ 180

A Dutch RoBERTa-based language model

Annotated Ml Papers ⭐ 178

Annotations of the interesting ML papers I read

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

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

Bert Gpu ⭐ 170

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

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

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

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)

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

Tldr Transformers ⭐ 163

The "tl;dr" on a few notable transformer papers.

Bert Bilstm Crf Ner Pytorch ⭐ 160

Pytorch BERT-BiLSTM-CRF For NER

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

Awesome Nlp Resources ⭐ 157

This repository contains landmark research papers in Natural Language Processing that came out in this century.

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

Cofipruning ⭐ 151

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

Pl Bert ⭐ 151

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

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。

Transformer Models ⭐ 150

Deep Learning Transformer models in MATLAB

Gpt2 Bert Reddit Bot ⭐ 149

a bot that generates realistic replies using a combination of pretrained GPT-2 and BERT models

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

Dual Contrastive Learning ⭐ 147

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

C++ model train&inference framework

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)

此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )

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

Gcn With Bert ⭐ 140

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

Implementation of BERT in R

Chinese Law Bert Similarity ⭐ 137

bert chinese similarity

Mlm Scoring ⭐ 135

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

Repo 2019 ⭐ 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

DBMDZ BERT, DistilBERT, ELECTRA, GPT-2 and ConvBERT models

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

Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark

Goemotions Pytorch ⭐ 127

Pytorch Implementation of GoEmotions 😍😢😱

Ganbert ⭐ 127

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

Getting Started With Google Bert ⭐ 126

Build and train state-of-the-art natural language processing models using BERT

Lecture Summarizer ⭐ 126

Lecture summarization with BERT

Bert Sequence Tagging ⭐ 125

基于BERT的中文序列标注

Awesome Bert Japanese ⭐ 125

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

French Sentiment Analysis With Bert ⭐ 124

How good is BERT ? Comparing BERT to other state-of-the-art approaches on a French sentiment analysis dataset

Tf Metal Experiments ⭐ 123

TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)

Multilingual_ner ⭐ 120

Applying BERT to named entity recognition in English and Russian.

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