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natural-language-processing x

198 search results found

Bert Embedding ⭐ 392

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Nlp Notebook ⭐ 390

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生

Abstractive Summarization With Transfer Learning ⭐ 387

Abstractive summarisation using Bert as encoder and Transformer Decoder

Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

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

Adaptnlp ⭐ 371

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Contextualspellcheck ⭐ 365

✔️Contextual word checker for better suggestions

Bert4doc Classification ⭐ 353

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

Bertsimilarity ⭐ 352

Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。

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

Entity Linking Recent Trends ⭐ 338

Recent trends of Entity Linking, Disambiguation, and Representation.

Cmrc2018 ⭐ 313

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

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

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.

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

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Ai Docstring ⭐ 269

Visual Studio Code extension to quickly generate docstrings for python functions using AI(NLP) technology.

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”.

跨平台/多语言的相似向量/相似词/相似句高性能检索引擎。欢迎star & fork。Build together! Power another !

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

PERT: Pre-training BERT with Permuted Language Model

Fancy Nlp ⭐ 246

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

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for 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

Backprop ⭐ 239

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

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Commit Autosuggestions ⭐ 234

A tool that AI automatically recommends commit messages.

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

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

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.

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"

Bert Chainer ⭐ 189

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

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。

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

Robbert ⭐ 180

A Dutch RoBERTa-based language model

Bert Classification Tutorial ⭐ 180

【2023年版】BERTによるテキスト分類

Annotated Ml Papers ⭐ 178

Annotations of the interesting ML papers I read

Nl2sql Rule ⭐ 177

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

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

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)

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)

Tldr Transformers ⭐ 163

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

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

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)

Cofipruning ⭐ 151

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

Bert Ch Ner ⭐ 149

基于BERT的中文命名实体识别

C++ model train&inference framework

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 : )

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)

Getting Started With Google Bert ⭐ 126

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

Awesome Bert Japanese ⭐ 125

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

Multilingual_ner ⭐ 120

Applying BERT to named entity recognition in English and Russian.

Bert Sklearn ⭐ 119

a sklearn wrapper for Google's BERT model

Sapbert ⭐ 117

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

Transformersdataaugmentation ⭐ 115

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

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.

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

Bertqa Attention On Steroids ⭐ 105

BertQA - Attention on Steroids

Prosody ⭐ 104

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

Transformers Ru ⭐ 101

A list of pretrained Transformer models for the Russian language.

Finbert ⭐ 101

BERT for Finance : UC Berkeley MIDS w266 Final Project

Torchblocks ⭐ 99

A PyTorch-based toolkit for natural language processing

Ontoprotein ⭐ 98

Code and datasets for the ICLR2022 paper "OntoProtein: Protein Pretraining With Gene Ontology Embedding"

Transfomers Silicon Research ⭐ 97

Research and Materials on Hardware implementation of Transformer Model

Cemotion ⭐ 96

基于 BERT 的中文情感倾向分析库，用于中文文本分类、中文情感分析

Crosslingualcontextualemb ⭐ 96

Cross-Lingual Alignment of Contextual Word Embeddings

Dual Contrastive Learning ⭐ 95

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

Wisdomify ⭐ 95

A BERT-based reverse dictionary of Korean proverbs

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

Toolkit4nlp ⭐ 92

Cmrc2019 ⭐ 90

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

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