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Search results for convolutional neural networks word2vec

convolutional-neural-networks x

17 search results found

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Cnn_sentence ⭐ 1,873

CNNs for sentence classification

Zh_cnn_text_classify ⭐ 333

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Deep Learning 101 ⭐ 268

Deep Learning Tutorials

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Deep Learning For Beginners ⭐ 89

videos, lectures, blogs for Deep Learning

Nlp Interview Notes ⭐ 84

📚 专门为自然语言处理(NLP)面试准备的学习笔记与资料

基于字符训练词向量

2016ccf Sougou ⭐ 73

CCF2016 - TNT_000二等奖作品

Multi_text_classification ⭐ 49

Multi Text Classificaiton

Detectmaliciousurl ⭐ 48

Applying text model to Detection Task

Text Classification Pytorch ⭐ 47

Implementation of papers for text classification task on SST-1/SST-2

Fasttext Vs Word2vec On Twitter Data ⭐ 46

fasttextとword2vecの比較と、実行スクリプト、学習スクリプトです

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Natural Language Processing for Korean with Deep Learning

Cnn_text_classification ⭐ 42

A PyTorch CNN for classifying the sentiment of movie reviews, based on the paper "Convolutional Neural Networks for Sentence Classification" by Yoon Kim (2014).

Neural Networks ⭐ 34

All about Neural Networks!

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Ml_playground ⭐ 31

Collection of machine learning projects

Chinese Text Classification With Cnn Tf ⭐ 30

中文文本分类(目前是二分类)

Cnn Question Classification Keras ⭐ 29

Chinese Question Classifier (Keras Implementation) on BQuLD

Image2text ⭐ 24

A deep learning project to tell a story with an image or a video.

Servenet ⭐ 24

Service Classification based on Service Description

Question Classification Cnn Rnn Attention ⭐ 24

针对百度知道电影问答数据的问题分类 question classification for zhidao.baidu.com in movie domain

cnn lstm的关系识别 ,keras实现网络结构简单.多分类

Sentimentanalysis ⭐ 21

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Chainer Notebooks ⭐ 21

Jupyter notebooks for Chainer hands-on

Learningspoons ⭐ 20

nlp lecture-notes and source code

Emotionrecognition ⭐ 16

Emotion Detection using CNN and LSTM

Dilation Gate CNN For Machine Reading Comprehension

Word2vec Cnn_shortad ⭐ 16

微信广告正负样本短文本分类 word2vec+CNN实现

Pydeeplearn ⭐ 15

pydeeplearn is a simple deep learning library written from scratch entirely in Python (CNN / RNN)

Sentiment Analysis Cnn ⭐ 13

Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec

Zero_shot_learning ⭐ 13

A Visual-semantic embedding model using word2vec and CNNs

Chinese News Classification Cnn Nlp Word2vec ⭐ 13

使用 CNN 进行中文 NLP 分类

Extractive Document Summarization ⭐ 13

Extractive Document Summarization Based on Convolutional Neural Networks

Cail Ccl 2019 ⭐ 11

CAIL-CCL-2019相似案例匹配三等奖解决方案

Deeplearning Nlp Models ⭐ 11

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.

Sentence Classification ⭐ 11

Implementation of sentence classification using CNN, CNN-RNN, fasttext, etc.

Cnn_chinese_text_classification ⭐ 11

运用cnn + highway network网络结构中文文本分类

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Caltech Cs11 Tensorflow ⭐ 9

Repository for a TensorFlow class I taught at Caltech.

Deepexperiments ⭐ 9

TensorFlow/Keras experiments on computer vision and natural language processing

Russian_subtitles_dataset ⭐ 9

Preprocessing of the dataset of 347 subtitles for the TV series (thanks to Taiga Corpus) to build a word2vec model, JamSpell model, neural network training, chat bot training or in any other NLP task.

Sentence Selectionn ⭐ 9

Keras sentence classification

Nepali Ner ⭐ 8

Development/Deployment of NER in Nepali Language

Sentenceclassifier ⭐ 8

PyTorch Sentence Classifier (CNN RNN)

Deep Learning ⭐ 7

Implemented the deep learning techniques using Google Tensorflow that cover deep neural networks with a fully connected network using SGD and ReLUs; Regularization with a multi-layer neural network using ReLUs, L2-regularization, and dropout, to prevent overfitting; Convolutional Neural Networks (CNNs) with learning rate decay and dropout; and Recurrent Neural Networks (RNNs) for text and sequences with Long Short-Term Memory (LSTM) networks.

Twitter Stance Classification By Tensorflow ⭐ 7

Rumor_detection ⭐ 7

Deeplearning.ai Coursera ⭐ 7

This repository contains programming assignments and research paper refrenced in the deeplearning.ai specialization by Andrew-Ng on Coursera.

Deepdirtycodes ⭐ 7

Experimental and exercising codes

Bdci2017 360 ⭐ 7

Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)

Bsc.project ⭐ 6

sentiment analysis system for tweest about covid vaccine

object detection with natural language

Ik1701_fyp ⭐ 6

Stock Market Prediction with Social Media and News Data through a Deep Learning Model

Text_classification_study_wp ⭐ 6

Text_Classification_Study_Wp

Text Categorization Using Neural Word Embeddings ⭐ 5

This is a practical implementation implementing neural networks on top of fasttext as well as word2vec word embeddings.

Relation_extraction ⭐ 5

use cnn to extraction relation in chinese.

In Depth Question Classification Using Convolutional Neural Networks ⭐ 5

In this project, we develop a question classifier that used the UIUC's question classification data set to train a convolutional neutral network to classify among 50 classes. With our model, we were able to achieve results that are on par with the current methods on the primary categories, while for the secondary categories, our model outperformed the state-of-the-art results for this data set.

Using CNN for prediction of Emerging Hot Topic. Moreover, using word2vec and doc2vec for word embedding

Ai For Web Accessibility ⭐ 5

This is the GitHub repository for my Masters dissertation titled: Artificial Intelligence for Web Accessibility which I completed as a part of my MSc in Data Science course in the University of Southampton, UK under the supervision of Prof. Mike Wald

Mini Projects ⭐ 5

Deep Learning, NLP, Word Embeddings (Word2Vec, Doc2Vec)

A CNN architecture for Question Answering

Automatic Image Annotation ⭐ 5

cnn tags automatic-annotation keras image-annotation word2vec python

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