D3-Network Visualization with WordEmbedding Space

Content-based recommendation system for cosmetics

Adaptive Skip-gram implementation in Julia

The task involves developing a system capable of translating text from Arabic to English. This system will serve as a tool to facilitate understanding and communication between Arabic-speaking individuals and English-speaking individuals.

A neural networks project that categorizes different poems in the dataset according to their genre

Name verification model using tensorflow v2 and word embedding that classifies the input name into real and fake name with accuracy of 99%

Natural Language processing with Disaster Tweets using word embeddings.

Explore text classification with Logistic Regression and Naive Bayes models. Implementing from scratch, we compare feature engineering techniques like Bag-of-Words, TF-IDF, and Word Embedding for accurate labeling

In this project, the authors propose to use contextual Word2Vec model for understanding OOV (out of vocabulary). The OOV is extracted by using left-right entropy and point information entropy. They choose to use Word2Vec to construct the word vector space and CBOW (continuous bag of words) to obtain the contextual information of the words.

NLP

'AI Hiphop lyrics Generator🎙' project which makes hiphop lyrics based on a few user's keywords liks 'love', 'money'.

Polysemy Embedding - Iterative approach to address the sense based embedding

NLP word embedding course project

Labeled Word2Vec for Semi-Supervised Learning

A word embedding is a learned representation for text where words that have the same meaning have a similar representation.Word embeddings are in fact a class of techniques where individual words are represented as real-valued vectors in a predefined vector space. Each word is mapped to one vector and the vector values are learned in a way that …

Topic detection to identify the main topics on MIT management papers

Showcase of Natural Language Processing (NLP) on sentiment analysis of text in survey

This repository contains deep learning projects. The code for each project is provided, and the explanations can be found in the ReadMe.md file of each project !

中文词向量