1476 Open source projects that are alternatives of or similar to Nlp_research

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Using pre trained word embeddings (Fasttext, Word2Vec)

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

Embedding模型代码和学习笔记总结

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

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

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Implementing Facebook's FastText with java

Topic Modelling for Humans

nlp lecture-notes and source code

FastText for Node.js

A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

finalfusion embeddings in Rust

Exploring the simple sentence similarity measurements using word embeddings

A data set and model for german sentiment classification.

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

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Pre-trained word vectors of 30+ languages

Tensorflow2.3的文本分类项目，支持各种分类模型，支持相关tricks。

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

All-in-one Toolbox for Computer Vision Research.

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

BERT for Multitask Learning

all kinds of text classification models and more with deep learning

Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

PyTorch repository for text categorization and NER experiments in Turkish and English.

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Fast word vectors with little memory usage in Python

Service Classification based on Service Description

Multilingual Meta-Embeddings for Named Entity Recognition (RepL4NLP & EMNLP 2019)

Deep neural network framework for multi-label text classification

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Telegram Data Clustering contest solution by Mindful Squirrel

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

reference tensorflow code for named entity tagging

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。

A fast, efficient universal vector embedding utility package.

Sample code for training Word2Vec and FastText using wiki corpus and their pretrained word embedding..

All about Neural Networks!

R wrapper for fastText

兜哥出品 <一本开源的NLP入门书籍>

This repository consists of all my Machine Learning Projects.

Handwritten Digit Recognition using Machine Learning and Deep Learning

Implement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN

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

Scout - Instruction based research debugger (a poor man's debugger)

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

LUNA16-Lung-Nodule-Analysis-2016-Challenge

BNLP is a natural language processing toolkit for Bengali Language.

Named Entity Recognition (NER) Annotation tool for SpaCy. Generates Traning Data as a JSON which can be readily used.

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

对 ansj 编写的 Word2VEC_java 的进一步包装，同时实现了常用的词语相似度和句子相似度计算。