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Search results for pytorch natural language processing

natural-language-processing x

333 search results found

Pointer_summarizer ⭐ 859

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Curated Transformers ⭐ 790

🤖 A PyTorch library of curated Transformer models and their composable components

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Lightautoml ⭐ 769

LAMA - automatic model creation framework

Bert Multi Label Text Classification ⭐ 761

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

Textgan Pytorch ⭐ 743

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

Neural Network Compression Framework for enhanced OpenVINO™ inference

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

Texar Pytorch ⭐ 711

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

Nlp Pytorch Zh ⭐ 703

《Natural Language Processing with PyTorch》中文翻译

Awesome_deep_learning_interpretability ⭐ 699

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

Trankit ⭐ 693

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

Primeqa ⭐ 677

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Scibert ⭐ 643

A BERT model for scientific text.

Patrickstar ⭐ 631

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

Fast_abs_rl ⭐ 622

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

Gnns For Nlp ⭐ 619

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

Tutel MoE: An Optimized Mixture-of-Experts Implementation

Openattack ⭐ 571

An Open-Source Package for Textual Adversarial Attack.

Sentence Vae ⭐ 569

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

Promptkg ⭐ 561

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

Speedtorch ⭐ 559

Library for faster pinned CPU <-> GPU transfer in Pytorch

Transformers For Nlp 2nd Edition ⭐ 555

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Daily Deeplearning ⭐ 532

🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

Unifiedskg ⭐ 528

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

Small Text ⭐ 509

Active Learning for Text Classification in Python

Unifiedskg ⭐ 508

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

Similarities ⭐ 495

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。

Macbert ⭐ 489

Revisiting Pre-trained Models for Chinese Natural Language Processing (MacBERT)

Matchbox ⭐ 488

Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.

Pytorch_notebooks ⭐ 483

🔥 A collection of PyTorch notebooks for learning and practicing deep learning

Deepnlp Course ⭐ 479

Deep NLP Course

Gpt 2 Pytorch ⭐ 478

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

Xlnet Pytorch ⭐ 475

Simple XLNet implementation with Pytorch Wrapper

Code_search ⭐ 474

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Tensor_parallel ⭐ 474

Automatically split your PyTorch models on multiple GPUs for training & inference

Pinferencia ⭐ 473

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Pytorch Bert Crf Ner ⭐ 461

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Allennlp Models ⭐ 450

Officially supported AllenNLP models

Koelectra ⭐ 448

Pretrained ELECTRA Model for Korean

NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)

Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

Practical_nlp_in_pytorch ⭐ 428

A repository containing tutorials for practical NLP using PyTorch

Pytextclassifier ⭐ 427

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Albert_pytorch ⭐ 423

A Lite Bert For Self-Supervised Learning Language Representations

Python Ai ⭐ 420

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、Tens

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Mengzi Pretrained Models

Openai Clip ⭐ 404

Simple implementation of OpenAI CLIP model in PyTorch.

Ner Bert ⭐ 403

BERT-NER (nert-bert) with google bert https://github.com/google-research.

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

Studies ⭐ 387

Notes of Develop/NLP/DeepLearning/Algorithms/LeetCodes

Paperrobot ⭐ 384

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

Azureml Bert ⭐ 384

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

Awesome Gcn ⭐ 377

resources for graph convolutional networks （图卷积神经网络相关资源）

Paragraph Vectors ⭐ 375

📄 A PyTorch implementation of Paragraph Vectors (doc2vec).

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.

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Neuronlp2 ⭐ 358

Deep neural models for core NLP tasks (Pytorch version)

Pytorch_rvae ⭐ 355

Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

Declutr ⭐ 349

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊

Collaborative Training of Large Language Models in an Efficient Way

NLP 101: a resource repository for Deep Learning and Natural Language Processing

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)

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Research code for pixel-based encoders of language (PIXEL)

Matchzoo Py ⭐ 305

Facilitating the design, comparison and sharing of deep text matching models.

Cliport ⭐ 297

CLIPort: What and Where Pathways for Robotic Manipulation

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

Transfer Nlp ⭐ 281

NLP library designed for reproducible experimentation management

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

Zero and Few shot named entity & relationships recognition

Quick Nlp ⭐ 275

Pytorch NLP library based on FastAI

Transformers Bloom Inference ⭐ 271

Fast Inference Solutions for BLOOM

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Squirrel Core ⭐ 271

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way 🌰

Simple Effective Text Matching Pytorch ⭐ 271

A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

Multi Task Nlp ⭐ 269

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

Text2text ⭐ 268

Text2Text: Crosslingual NLP/G toolkit

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”.

Hscrf Pytorch ⭐ 261

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)

Sentimentanalysis ⭐ 260

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

Implementation of Chinese ChatGPT

Pytorch_graph Rel ⭐ 255

A PyTorch implementation of GraphRel

Textclassification ⭐ 255

Pytorch + NLP, 一份友好的项目实践仓库

Omnievent ⭐ 254

A comprehensive, unified and modular event extraction toolkit.

PERT: Pre-training BERT with Permuted Language Model

Jack the Reader

Electra_pytorch ⭐ 246

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

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