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natural-language-processing x

744 search results found

Deep Learning For Nlp Resources ⭐ 338

List of resources to get started with Deep Learning for NLP.

Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates

Collaborative Training of Large Language Models in an Efficient Way

Natural Language Processing ⭐ 336

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

Nlp Papers ⭐ 333

Natural Language Processing Papers

Dynamic Memory Networks In Theano ⭐ 332

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

Deep Generative Models For Natural Language Processing ⭐ 330

DGMs for NLP. A roadmap.

Named Entity Recognition

Paraphrase Id Tensorflow ⭐ 321

Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.

Dliss Tutorial ⭐ 317

Tutorial for International Summer School on Deep Learning, 2019

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

Issue Label Bot ⭐ 313

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

Qa_match ⭐ 312

A simple effective ToolKit for short text matching

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Seq2seq Chatbot For Keras ⭐ 309

This repository contains a new generative model of chatbot based on seq2seq modeling.

Text Classification Models Pytorch ⭐ 309

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

Awesome Distributed Deep Learning ⭐ 309

A curated list of awesome Distributed Deep Learning resources.

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

Matchzoo Py ⭐ 305

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

Transformer Tensorflow ⭐ 304

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

Nlpython ⭐ 302

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

Deepsegment ⭐ 300

A sentence segmenter that actually works!

A List of Big Models

Nlp_fundamentals ⭐ 297

📘Contains a series of hands-on notebooks for learning the fundamentals of NLP

Cliport ⭐ 297

CLIPort: What and Where Pathways for Robotic Manipulation

Awesome List Of Awesomes ⭐ 292

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

Awesome Noah ⭐ 290

:octocat: AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

Nlp Natural Language Processing ⭐ 289

Projects and useful articles / links

Exploring attention weights in transformer-based models with linguistic knowledge.

Deep Learning Nlp Rl Papers ⭐ 286

Recent Deep Learning papers in NLU and RL

Cs224n Winter Together ⭐ 284

an Open Course Platform for Stanford CS224n (2020 Winter)

Best Data Science Resources ⭐ 282

This repository contains the best Data Science free hand-picked resources to equip you with all the industry-driven skills and interview preparation kit.

Recurrent Entity Networks ⭐ 280

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

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

Zero and Few shot named entity & relationships recognition

Deep_srl ⭐ 275

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

Awesome Nlp Sentiment Analysis ⭐ 275

📖 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

Urduhack ⭐ 274

An NLP library for the Urdu language. It comes with a lot of battery included features to help you process Urdu data in the easiest way possible.

Rnnsharp ⭐ 272

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

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".

Dialogbot ⭐ 270

dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型实现，支持网络检索问答，领域知识问答，任务引

Deep Learning Specialization Coursera ⭐ 266

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Natural Language Processing With Tensorflow ⭐ 264

Natural Language Processing with TensorFlow, published by Packt

Nlp_newsletter ⭐ 264

📰Natural language processing (NLP) newsletter

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”.

Open Muse ⭐ 263

Open reproduction of MUSE for fast text2image generation.

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

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 !

Awesome Swiss German ⭐ 261

Multi-language Analyze text in 26 Cantonal Swiss German, Italian, German, Chinese (simplified), French, Italian. pply natural language understanding (NLU) to their applications with features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis.

This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.

Implementation of Chinese ChatGPT

Dialoglue ⭐ 256

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

Deep learning with text doesn't have to be scary.

Omnievent ⭐ 254

A comprehensive, unified and modular event extraction toolkit.

Interpretability for sequence generation models 🐛 🔍

Freegpt ⭐ 246

freeGPT provides free access to text and image generation models.

Electra_pytorch ⭐ 246

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

Jack the Reader

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Awesome Rl Nlp ⭐ 242

Curated Reinforcement Learning Resources for Natural Language Processing

Machine Learning Notebooks ⭐ 241

Machine Learning notebooks for refreshing concepts.

Summertime ⭐ 241

An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo

HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HugNLP will released to @HugAILab

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Dmn Tensorflow ⭐ 235

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Good Papers ⭐ 231

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

Dl For Chatbot ⭐ 228

Deep Learning / NLP tutorial for Chatbot Developers

Germanwordembeddings ⭐ 224

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Practical 1 ⭐ 220

Oxford Deep NLP 2017 course - Practical 1: word2vec

Naturalcc ⭐ 220

NaturalCC: An Open-Source Toolkit for Code Intelligence

Awesome Caffe ⭐ 220

Open Sesame ⭐ 219

A frame-semantic parsing system based on a softmax-margin SegRNN.

OCR, Archive, Index and Search: Implementation agnostic OCR framework.

Aidl_kb ⭐ 218

A Knowledge Base for the FB Group Artificial Intelligence and Deep Learning (AIDL)

Coursera Natural Language Processing Specialization ⭐ 217

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Embeddings ⭐ 217

Fast, DB Backed pretrained word embeddings for natural language processing.

Openml Guide ⭐ 215

An extensive library of AI resources including books, courses, papers, guides, articles, tutorials, notebooks, AI field advancements and more.

Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

Llm Analysis ⭐ 214

Latency and Memory Analysis of Transformer Models for Training and Inference

Dl_paperreadingmeeting ⭐ 214

Deep Learning Paper Reading Meeting-Archive

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Visdial ⭐ 211

[CVPR 2017] Torch code for Visual Dialog

CALVIN - A benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks

Neuralqa ⭐ 207

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

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.

Pytorch Nlp Notebooks ⭐ 199

Learn how to use PyTorch to solve some common NLP problems with deep learning.

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

Bayesianlearning ⭐ 198

Bayesian Machine Learning

Awesome Python ⭐ 198

🐍 Hand-picked awesome Python libraries and frameworks, with an emphasis on data and machine learning, organised by category

Machine Learning ⭐ 196

从零基础开始机器学习之旅

Deepehr ⭐ 193

Chronic Disease Prediction Using Medical Notes

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Contrastive_learning_papers ⭐ 189

A list of contrastive Learning papers

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