There are 1 repository under embeddings-word2vec topic.
智能检索张维为表情包
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"
Convolution Neural Network for classification of semantic relations in a sentence
A simple python tool for embedding comparison
A Forum-based Chatbot for Parents of Autistic Children, built using Word and Sentence Embeddings.
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.
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.
Use Key NLP techniques to classify news articles into categories: Bag_of_Words (tf-Idf), word embeddings and BERT language model
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.
Panama Papers analysis using Graph Analytics and Embeddings
This repository features deep learning models implemented with TensorFlow and PyTorch, including FNN, CNN, RNN, LSTM, GAN, Transfer Learning, and Transformer & BERT, GPT Each model is built from scratch with explanations, optimized training, and comparisons between frameworks, offering hands-on experience in understanding core deep learning concept
Predicting Supreme Court Decisions
A collection of Natural Language Processing challenges and my solutions for them that include traditional methods and deep learning.
Modern Local Code Editor with local ai assistant with multiple options. Currently Support C language. Using a C Programming Book for knowledge
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
Machine Learning and NLP projects
React-based project allows users to interact with several Open-Source Transformers from HuggingFace via the SDK. The dashboard-like GUI consists of several widgets that allow users to see the probability distribution of next token after softmax() in decoders, difference in between masked and full self-attention, and embedding visualizations
This repository is about producing nballs embeddings for Hindi language which takes into account the word embeddings and hypernym relations among the words.
Every Data Science Concept !
This repository contains code for learning word2vec embeddings using skip-gram model
Personal project that wants to predict the sexual content on reggaeton songs lyrics using natural language processing
A state-of-the-art Retrieval-Augmented Generation (RAG) application using OpenAI, Qdrant vector store, embeddings, FastAPI, React for the UI, NewsAPI, Word Cloud, and Langchain. This project enables dynamic reading and QA on news articles, focusing on various people of interest, with real-time, personalized news insights.
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.
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