There are 1 repository under embeddings-word2vec topic.
This is a web app that integrates GPT-3 with google searches
Implementation of word2vec in PyTorch
Machine translation is the task of converting one language to other. Unlike the traditional phrase-based translation system which consists of many small sub-components that are tuned separately, neural machine translation attempts to build and train a single, large neural network that reads a sentence and outputs a correct translation.
Machine learning pipeline to predict relevant categories based on a product name and product description, using NLP and Deep learning concepts.
Reference implementation of the paper "Word Embeddings for Entity-annotated Texts"
A simple python tool for embedding comparison
Hate speech detection from code-mixed Hindi-English tweets using deep learning models. This project reports an increment to the state-of-the-art in hate speech detection for English-Hindi code-mixed tweets. The models result in an improvement of about 12% in F-score over a past work that used statistical classifiers.
A Forum-based Chatbot for Parents of Autistic Children, built using Word and Sentence Embeddings.
Repository for the paper "RDFsim: Similarity-Based Browsing over DBpedia using Embeddings", Manos Chatzakis, Michalis Mountantonakis and Yannis Tzitzikas. 2021, Information MDPI Switzerland.
Learning Personality is a bachelor internship project that use neural networks to extract, from natural language (in particular reviews), personality traits, through automatic approaches. @unimib17/18.
Detailed analysis of the research project, carried out during my bachelor internship, entitled "Neural Networks for the Learning of personality traits from Natural Language". @unimib17/18.
Predicting Supreme Court Decisions
Use Key NLP techniques to classify news articles into categories: Bag_of_Words (tf-Idf), word embeddings and BERT language model
Panama Papers analysis using Graph Analytics and Embeddings
Repository for the paper "RDFsim: Similarity-Based Browsing over DBpedia using Embeddings", containing the current version of RDFsim which is available through https://demos.isl.ics.forth.gr/RDFsim/ .
My master project at UofL: End-to-End learning framework for circular RNA classification from other long non-coding RNA using multimodal deep learning
Transportation analysis with social social media data
Machine Learning and NLP projects
This repository is about producing nballs embeddings for Hindi language which takes into account the word embeddings and hypernym relations among the words.
Personal project that wants to predict the sexual content on reggaeton songs lyrics using natural language processing
A collection of Natural Language Processing challenges and my solutions for them that include traditional methods and deep learning.
Link prediction in a Citation Network using text and graph-based features. This work is part of the ALTEGRAD course in the MVA master.
Sense Embeddings for Word and Relational Similarity.
A Fuzzy Pre-procressing layer which can be used with embeddings to enrich the information content.
thebest.gr Patras news crawling about pm2.5 - NLP Techniques - Word embeddings of body text - LSTM Forecasting prediction
POStURE - A Framework for Analyzing Political Speeches Evolution and Similarities with Learned Linguistic Representations
Arabic Text Diacritization
To classify whether the tweet is depressive or not
A placeholder for my work in word embeddings and knowledge graph representations
Sentiment analysis of movie reviews 👍👎.
Basic Vector DB DataStorage For Images/Audio/Text Embeddings. for nlp with vb.net