word2vec
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Implementation of base DL tasks
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May 31, 2024 - Jupyter Notebook
Slides, exercises, and exams for my course "Natural Language Processing" (École Pour l'Informatique et les Techniques Avancées, 2024)
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May 30, 2024 - Jupyter Notebook
Using text analytics to understand cultural patterns in philosophical texts. Exploring gender, author, region, and time-period differences, and extracting key philosophical concepts.
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May 28, 2024 - Jupyter Notebook
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.
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May 28, 2024 - Jupyter Notebook
Word2vec, sentenceBert, BM25 and IVFFlat Index quality and speed comparison
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May 28, 2024 - Jupyter Notebook
Topic Modelling for Humans
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May 27, 2024 - Python
Implementation of Word2Vec for learning word embeddings using the Amazon dataset, leveraging PyTorch.
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May 27, 2024 - kvlang
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
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May 23, 2024 - Java
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
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May 23, 2024
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.
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May 22, 2024 - JavaScript
A binary analysis tool for identifying unknown function names, using a word-2-vec model
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May 21, 2024 - Python
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.
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May 19, 2024 - Jupyter Notebook
Web-ify your word2vec: framework to serve distributional semantic models online
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May 19, 2024 - Python
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