There are 6 repositories under doc2vec topic.
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
:page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec).
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch
:notebook: Long(er) text representation and classification using Doc2Vec embeddings
document embedding and machine learning script for beginners
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
Text Summarization for Research Papers
Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support
A library for advanced Natural Language Processing towards multi-modal educational items.
doc2vec , word2vec, implemented by golang. word embedding representation
Machine learning prediction of movies genres using Gensim's Doc2Vec and PyMongo - (Python, MongoDB)
Association Rule Mining from Spatial Data for Crime Analysis
利用sklearn和gensim中的tfidf,lsa,doc2vec进行查询与文档匹配搜索
Python code for classification of documents into different classes using machine learning
Recommendation engine framework based on Wikipedia data
AI-powered medical terms detection tool.
Hybrid recommedation for talents
How to make a search engine using Doc2Vec and TF-IDF models
This repository contains supervised fake news detection on LIAR dataset. Check out the analysis details for more details.
Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
A Comparative Study of Various Code Embeddings in Software Semantic Matching
Tutorial: implementing doc2vec (paragraph vectors) from scratch in PyTorch
Data Mining project 2020/2021 @ University of Pisa
A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets
Official Contribution for DeftEval 2020, Task 6 Subtask 1 from SemEval 2020 Competition. Solving NLP problem of "extracting term-definition pairs in free text" in multiple approaches ranging from highly simple till very complex modern ones.
Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval [ECCV 2020]