Projects in Awesome Lists tagged with word2vec-model

https://github.com/piskvorky/gensim-data

Data repository for pretrained NLP models and NLP corpora.

corpora dataset gensim glove-model lda-model lsi-model pretrained-models word2vec-model

Last synced: 04 Apr 2025

https://github.com/oborchers/Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

cython document-similarity embeddings fasttext fse gensim gensim-model maxpooling sentence-embeddings sentence-representation sentence-similarity sif swem usif word2vec-model wordembedding

Last synced: 05 May 2025

https://github.com/sea-boat/TextAnalyzer

A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity,word sentiment tendency, name recognition, idiom recognition, placename recognition, organization recognition, traditional chinese recognition, pinyin transform.

segment sentence-similarity speech-tagging synonyms text-analyzer text-classification word2vec-model

Last synced: 15 Jun 2026

https://github.com/sajari/word2vec

Go library for performing computations in word2vec binary models

embedding go golang word word2vec word2vec-model

Last synced: 08 May 2025

https://github.com/angelosalatino/cso-classifier

Python library that classifies content from scientific papers with the topics of the Computer Science Ontology (CSO).

computer-science-ontology cso-classifier cso-ontology cso-topics ontology-matching semantic-web text-classification text-processing word2vec-model

Last synced: 14 Jan 2026

https://github.com/iamaziz/ar-embeddings

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

arabic arabic-embedding arabic-nlp arabic-sentiment embeddings sentiment-analysis word2vec word2vec-model

Last synced: 05 Nov 2025

https://github.com/LauraWartschinski/VulnerabilityDetection

vulnerability detection in python source code with LSTM networks

deep-learning lstm machine-learning python thesis vulnerability-detection word2vec word2vec-model

Last synced: 07 May 2025

https://github.com/coosto/dutch-word-embeddings

Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.

coosto dutch nlp word2vec word2vec-model wordembeddings

Last synced: 15 May 2026

https://github.com/kleinyuan/image2text

A deep learning project to tell a story with an image or a video.

artificial-intelligence cnn convolutional-neural-networks deep-learning iapr image-understanding lasagne machine-learning multimodal-layers natural-language-processing neural-network real-time storyteller tensorflow theano word2vec word2vec-model

Last synced: 10 Jun 2025

https://github.com/sudharsan13296/word2vec-from-scratch

simple Word2vec from scratch using tensorflow for understanding

deep-learning natural-language-processing nlp scratch word2vec word2vec-algorithm word2vec-model

Last synced: 04 Sep 2025

https://github.com/benedekrozemberczki/FSCNMF

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/fscnmf

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model

Last synced: 11 Apr 2025

https://github.com/26hzhang/word2vecfjava

Word2VecfJava: Java implementation of Dependency-Based Word Embeddings and extensions

java lexical-substitution neural-network nlp word-embeddings word-similarity word2vec-model word2vecf

Last synced: 19 Apr 2025

https://github.com/gtesei/deepexperiments

TensorFlow/Keras experiments on computer vision and natural language processing

alexnet autoencoders computer-vision convolution convolutional-neural-networks deep-learning dropout generative-adversarial-network keras keras-neural-networks mnist natural-language-processing neural-networks regularization tensorflow tensorflow-experiments tensorflow-tutorials word2vec word2vec-model

Last synced: 24 Oct 2025

https://github.com/kush1912/fake-news-detection

Machine learning Based Minor Project, which uses various classification Algorithms to classify the news into FAKE/REAL, on the basis of their Title and Body-Content. Data has been collected from 3 different sources and uses algorithms like Random Forest, SVM, Wordtovec and Logistic Regression. It gave 94% accuracy.

classification-algorithm fake guardian ipynb logistic-regression machine-learning-algorithms nyt random-forest scrap-data svm webscraping word2vec-model xgboost-algorithm

Last synced: 16 Oct 2025

https://github.com/howl-anderson/entity2embedding

A python package for word2vec

python-library tensorflow word2vec word2vec-algorithm word2vec-model

Last synced: 11 Jul 2025

https://github.com/vubacktracking/deep-neural-network-vietnamese-student-feedback-sentiment-analysis

Vietnamese Student Feedback Sentiment Analysis

deep-learning keras-tensorflow lstm-model lstm-neural-networks lstm-sentiment-analysis nlp sentiment-analysis streamlit streamlit-webapp tensforflow tfidf-vectorizer vietnamese-nlp word2vec word2vec-model

Last synced: 12 Apr 2025

https://github.com/jalajthanaki/harrypotter2vec

This repository is contains the Word2Vec model for Harry Potter series.

gensim-word2vec harry-potter-series python3 word2vec-model

Last synced: 09 Apr 2025

https://github.com/EyadMShokry/SearchQuranByTopic

My Graduation Project for Faculty of Computers and Information, Helwan Univeristy, Computer Science Department

corpus cosine-similarity deep-learning flask keyword memorization python quran recitation search-engine topic verses word2vec word2vec-model

Last synced: 01 Feb 2026

https://github.com/huixxi/nlp_word2vec

Word2Vec sikp-gram model with negative sampling implementation with python3

negative-sampling nlp skip-gram word2vec-model

Last synced: 24 Sep 2025

https://github.com/rajspeaks/deep-learning-approach-to-english-corpus-text-visualization-using-word2vec-model

English Corpus Text-Visualization using Word2Vec Model from Gensim. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

gensim gensim-library gensim-word2vec machine-learning ml natural-language-processing natural-language-understanding nlp nlp-machine-learning rajdeep-das rajspeaks text-mining visualization word2vec word2vec-algorithm word2vec-model

Last synced: 09 Mar 2026

https://github.com/rajspeaks/deep-learning-approach-to-bengali-word-embedding-using-bengaliword2vec-from-bnlp

Bengali word embedding using BengaliWord2Vec from BNLP. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

bengali-language-processing bengali-natural-language-processing bnlp embeddings machine-learning natural-language-processing nlp nlp-library nlp-machine-learning nlp-parsing rajdeep-das rajspeaks word2vec word2vec-algorithm word2vec-embeddinngs word2vec-model

Last synced: 24 Oct 2025

https://github.com/krisharul26/text-classification-dbpedia-ontology-classes-using-lstm

Text classification is the task of assigning a set of predefined categories to free text. Text classifiers can be used to organize, structure, and categorize pretty much anything. For example, new articles can be organized by topics, support tickets can be organized by urgency, chat conversations can be organized by language, brand mentions can be organized by sentiment, and so on.

attention-mechanism bagofwords flask-application gensim-doc2vec gensim-word2vec glove-embeddings lemmatization lstm-neural-networks nlp-machine-learning nltk-python restapi-framework rnn-tensorflow stemming tensorflow2 word2vec-embeddinngs word2vec-model

Last synced: 22 Jan 2026

https://github.com/bhattbhavesh91/word2vec-vs-bert

I'll show how BERT models being context dependent are superior over word2vec, Glove models which are context-independent.

bert bert-model glove glove-embeddings word2vec word2vec-model

Last synced: 09 Mar 2026

https://github.com/simranjeet97/innovative-sentiment-analysis

I created a new technique to do sentiment analysis with 98% probability using multiple techniques combined to from a new method. I made a video on this whole project and show you, how “Next Gen Sentiment” is much better then NLTK, TEXTBLOB or LLMs.

genai genai-sentiment-analysis large-language-models llm llm-sentiment-analysis nltk-python sentiment-analysis sentiment-classification textblob textblob-sentiment-analysis word2vec-embeddinngs word2vec-model

Last synced: 12 Feb 2026

https://github.com/starlangsoftware/wordtovec-cpp

Word2Vec Library

word2vec word2vec-algorithm word2vec-model wordtovec

Last synced: 09 Apr 2026

https://github.com/ayeshaaaaaaaaa/bbc-news-article-retrieval-system-using-fastapi-tf-idf-and-word2vec

This project implements a news article retrieval system using dataset of BBC articles. It utilizes FastAPI for the API layer, TF-IDF for term weighting, and Word2Vec and allows users to query the dataset for top-matching articles with similarity scores.

articles-retrival similarity-search td-idf word2vec-model

Last synced: 23 Jan 2026

https://github.com/bijoy-sust/binary-text-classification--word2vec-svm

A Python implementation of a binary text classifier using Word2Vec and SVM.

binary-classification python-implementation svm-classifier text-classification word2vec-model

Last synced: 03 Jul 2025

https://github.com/pasaopasen/sberonline-ak

Экспертная система для классификации отзывов к приложению Сбербанк-Онлайн, разработанная в рамках Sber Online 2020

nlp-machine-learning tonality webapp word2vec-model

Last synced: 20 Jul 2025

https://github.com/roshray/nlp

Implemented Word2Vec model using gensim Lib.

cbow gensim-library skipgram word2vec-model

Last synced: 21 Jun 2025

https://github.com/jasoncobra3/natural_language_processing

Natural Language Processing (NLP) is a captivating field at the intersection of computer science and linguistics. It enables machines to understand, interpret, and respond to human language in a way that is both meaningful and useful. From chatbots to sentiment analysis, NLP applications are transforming industries and enhancing user experiences.

artificial-intelligence artificial-neural-networks data-science deep-learning google-news-scraper machine-learning natural-language-processing nlp nlp-pipeline parts-of-speech pos python text text-analysis text-classification text-preprocessing text-representation word2vec-embeddinngs word2vec-model

Last synced: 22 May 2026

https://github.com/cybersecurity-dev/awesome-word2vec

Awesome Word2vec

awesome awesome-list awesome-lists nlp nlp-deep-learning nlp-machine-learning word2vec word2vec-algorithm word2vec-embeddinngs word2vec-model

Last synced: 10 Oct 2025

https://github.com/veldhub/veld_data__word2vec_models

Data velds encapsulating word2vec wordembeddings models trained on the Austria Media Corpus.

nlp word-embeddings word2vec word2vec-model wordembeddings

Last synced: 05 Jan 2026

https://github.com/abhaskumarsinha/2d-continuous-skip-gram-model

A word2vec embedding, called Continuous Skip Gram Model encodes each word to a Vector depending on how closely they are related or how often they are used along.

continuous-skip-gram-model encoding keras keras-neural-networks keras-tensorflow machine-learning machine-learning-algorithms skipgram tensorflow2 tutorial word2vec word2vec-model

Last synced: 21 May 2026

https://github.com/swamikannan/automated-it-ticket-routing-using-bi-directional-rnns

Classification of IT trouble tickets

bert bi-directional-rnn embeddings exploratory-data-analysis gensim-word2vec glove-embeddings keras n-grams nlp regexp word2vec-model

Last synced: 01 Jun 2026

https://github.com/suji04/happydb_nlp

A deep NLP model that can detect the cause of happiness from the description of happy moment.

deep-learning gru happydb nlp word2vec-model

Last synced: 12 May 2026

https://github.com/esnanta/data-analysis-sentiment-mypertamina

Analisis ini bertujuan mengetahui sentimen menggunakan klasifikasi teks untuk mengidentifikasi dan mengevaluasi opini, sikap, atau emosi yang terkandung dalam teks ulasan aplikasi MyPertamina.

datascientist machine-learning mypertamina nlp random-forest scraping support-vector-machines tf-idf word2vec-model

Last synced: 19 Jul 2025

https://github.com/0xpriyanshujha/nlp-expedition

NLP Expedition

gensim-word2vec nlp-machine-learning word2vec-model

Last synced: 31 May 2026

https://github.com/nabilaagha/word2vec-for-arabic-bert-corpus

This project involves training a Word2Vec model on an Arabic BERT corpus to generate high-quality word embeddings, enhancing natural language processing (NLP) applications in Arabic text analysis.

arabic-dataset arabic-nlp jupyter-notebook nlp nlp-machine-learning python word2vec-model

Last synced: 04 May 2026

https://github.com/makaveli10/nlp

Natural Language Processing

attention-mechanism bahdanau-attention bert cornell-dataset language-model luong negative-sampling neural-machine-translation pytorch seq2seq sequence-models skipgram tensorflow word-embeddings word-representations word2vec word2vec-model

Last synced: 04 May 2026