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Word2Vec Library

Slides, exercises, and exams for my course "Natural Language Processing" (École Pour l'Informatique et les Techniques Avancées, 2024)

Word2Vec Library

Word2Vec Library

Implementation of base DL tasks

Using text analytics to understand cultural patterns in philosophical texts. Exploring gender, author, region, and time-period differences, and extracting key philosophical concepts.

Predict emotions (happiness, anger, sadness) from WhatsApp chat data using machine learning and deep learning models. Includes text normalization, vectorization (TF-IDF, BoW, Word2Vec, GloVe), and model evaluation.

Word2vec, sentenceBert, BM25 and IVFFlat Index quality and speed comparison

Topic Modelling for Humans

Word2Vec Library

Word2Vec Library

Implementation of Word2Vec for learning word embeddings using the Amazon dataset, leveraging PyTorch.

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

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

This project aims to simplify and summarize scientific data , convert it to a audio format as a podcast , and create a power point presentation from the paper. This helps researchers, academics and students altogether.

A binary analysis tool for identifying unknown function names, using a word-2-vec model

Explore NLP model evaluation on answer scores and tweet sentiment. Features preprocessing, BoW, TF-IDF, Word2Vec, and models like Linear Regression, Decision Tree, SVM, Logistic Regression, and Random Forest.

Web-ify your word2vec: framework to serve distributional semantic models online

Go package for using word embeddings