Awesome Open Source

Programming Languages

Search results for pytorch bert

272 search results found

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。

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 : )

Gcn With Bert ⭐ 140

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

Mlm Scoring ⭐ 135

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

Deploy Bert For Sentiment Analysis With Fastapi ⭐ 129

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

Goemotions Pytorch ⭐ 127

Pytorch Implementation of GoEmotions 😍😢😱

Lecture Summarizer ⭐ 126

Lecture summarization with BERT

Getting Started With Google Bert ⭐ 126

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

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

Bert Sklearn ⭐ 119

a sklearn wrapper for Google's BERT model

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

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)

Prosody ⭐ 104

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

Bert Keyphrase Extraction ⭐ 102

Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10

Minirbt ⭐ 102

MiniRBT (中文小型预训练模型系列)

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"

Crosslingualcontextualemb ⭐ 96

Cross-Lingual Alignment of Contextual Word Embeddings

Condenser ⭐ 95

EMNLP 2021 - Pre-training architectures for dense retrieval

Wisdomify ⭐ 95

A BERT-based reverse dictionary of Korean proverbs

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

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

A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .

🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具，支持BertSoftmax、BertSpan等模型，开箱即用。

Bert Relation Classification ⭐ 88

A pytorch implementation of BERT-based relation classification

Re Context Or Names ⭐ 88

Bert-based models(BERT, MTB, CP) for relation extraction.

Toeicbert ⭐ 86

TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.

Daguan_2019_rank9 ⭐ 85

达观信息提取比赛第九名代码

Epidemictextmatch ⭐ 83

天池大赛疫情文本挑战赛线上第三名方案分享

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Dialogue Understanding ⭐ 82

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

Pkd For Bert Model Compression ⭐ 82

pytorch implementation for Patient Knowledge Distillation for BERT Model Compression

Bert Event Extraction ⭐ 80

Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus

Punctuation Restoration ⭐ 80

Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

reference pytorch code for named entity tagging

Bertclassifier ⭐ 80

基于PyTorch的BERT中文文本分类模型（BERT Chinese text classification model implemented by PyTorch）

Bert For Chinese Question Answering ⭐ 77

Text Summarization ⭐ 76

Abstractive and Extractive Text summarization using Transformers.

Electra_pytorch ⭐ 73

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Odqa_baseline_code ⭐ 71

Baseline code for Korean open domain question answering(ODQA)

Use BERT to Fill in the Blanks

Bert Chinese Text Classification Pytorch ⭐ 68

This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

Code for the NAACL2022 paper "Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction"

Multilangstructurekd ⭐ 64

[ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

Pytorch_bert_elmo_example ⭐ 62

A text classification example with Bert/ELMo/GloVe in pytorch

Comparatively Finetuning Bert ⭐ 61

Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.

Clue_pytorch ⭐ 61

CLUE baseline pytorch CLUE的pytorch版本基线

Robo Vln ⭐ 56

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

✅ CODAR is a Framework built using PyTorch to analyze post (Text+Media) and predict Cyber Bullying and offensive content. 💬📷

Romanian Transformers ⭐ 55

This repo is the home of Romanian Transformers.

Bert_ocr.pytorch ⭐ 51

Unofficial PyTorch implementation of 2D Attentional Irregular Scene Text Recognizer

Supervised Product Matching ⭐ 51

⚖️ Neural network for product matching, aka classifying whether two product titles represent the same entity

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

Cool Nlpcv ⭐ 48

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

Kitanaqa ⭐ 47

KitanaQA: Adversarial training and data augmentation for neural question-answering models

Nlp_notebooks ⭐ 46

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

Transformer Srl ⭐ 45

Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Opentextclassification ⭐ 41

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

Ernie Text Classification Pytorch ⭐ 41

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

Uda_pytorch ⭐ 40

UDA(Unsupervised Data Augmentation) implemented by pytorch

Emotion recognition in conversation

Iclassifier ⭐ 40

reference pytorch code for intent classification

Hanbert Transformers ⭐ 39

HanBert on 🤗 Huggingface Transformers 🤗

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.

Ratransformers ⭐ 38

RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!

Text Similarity ⭐ 38

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow

Oreilly Hands On Transformers ⭐ 37

Hands on NLP and Computer Vision with Transformers

Bert Sentence Similarity Pytorch ⭐ 36

This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

Language Pretraining ⭐ 35

Pre-training Language Models for Japanese

Transformers Embedder ⭐ 34

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Sentilare ⭐ 34

Codes for our paper "SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge" (EMNLP 2020)

Zero Shot Bert Adapters ⭐ 32

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

Punctuator ⭐ 32

A small seq2seq punctuator tool based on DistilBERT

Py Lingualytics ⭐ 32

A text analytics library with support for codemixed data

Ganbert Pytorch ⭐ 31

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Cokebert ⭐ 30

CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models

Scibert_cn ⭐ 29

Pretrained model for Chinese Scientific Text

Model Zoo ⭐ 29

NLP model zoo for Russian

Pytorch Bert ⭐ 27

An implementation of BERT using PyTorch's TransformerEncoder

Torch_study ⭐ 26

torch tutorial and paper implementation mainly about NLP

Pytorch_bert_chinese_text_classification ⭐ 26

基于pytorch+bert的中文文本分类

Les Military Mrc Rank7 ⭐ 26

莱斯杯：全国第二届“军事智能机器阅读”挑战赛 - Rank7 解决方案

KorQuAD (Korean Question Answering Dataset) submission guide using PyTorch pretrained BERT

Twinbert ⭐ 25

pytorch implementation of the TwinBert paper

Bert_for_longer_texts ⭐ 25

BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.

Sohu2019 ⭐ 24

2019搜狐校园算法大赛

Bioelectra ⭐ 22

K-PLUG 知识预训练语言模型

Biaffinedependencyparsing ⭐ 21

BERT+Self-attention Encoder ; Biaffine Decoder ; Pytorch Implement

Mongolian Bert ⭐ 21

Pre-trained Mongolian BERT models

Bert Sentiment ⭐ 20

Fine-grained Sentiment Classification Using BERT

Textclassificationbert ⭐ 20

🚀 基于PyTorch的BERT文本分类框架

Mixup Text ⭐ 20

Exploring mixup strategies for text classification

Pytorch_bert_event_extraction ⭐ 20

基于pytorch+bert的中文事件抽取

Pytorch Distributed Nlp ⭐ 20

pytorch分布式训练

Rumedbench ⭐ 20

https://arxiv.org/abs/2201.06499

Related Searches

Python Pytorch (15,943)

Deep Learning Pytorch (7,533)

Jupyter Notebook Pytorch (4,892)

Machine Learning Pytorch (2,934)

Dataset Pytorch (1,848)

Pytorch Convolutional Neural Networks (1,777)

Pytorch Neural Network (1,631)

Pytorch Natural Language Processing (1,408)

Network Pytorch (1,299)

Pytorch Computer Vision (1,230)

101-200 of 272 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.