GitHub topics: word-embedding

Repositories

jcfgonc/unolibrary

Multi-Purpose support library developed during my PhD. It's always Work-In-Progress.

Language: Java - Size: 345 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

ddangelov/RESTful-Top2Vec

Expose a Top2Vec model with a REST API.

Language: Python - Size: 243 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 90 - Forks: 20

AmitNG2000/AWS-Semantic-Similarity

DSP Assignment 3 in Java by Amit and Naveh: Measuring semantic similarity using corpus-based word embeddings and evaluating the results with machine learning.

Language: Java - Size: 64.7 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

SINr-Embeddings/sinr

The SINr approach to train interpretable word and graph embeddings

Language: Jupyter Notebook - Size: 81.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 19 - Forks: 3

daviderigamonti/Interpreting-LLMs

Resources for my Master Thesis in Computer Science and Engineering at Politecnico di Milano a.a. 2023-2024

Language: Jupyter Notebook - Size: 39.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

amansrivastava17/embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Language: Python - Size: 1.93 MB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 205 - Forks: 30

sdadas/polish-nlp-resources

Pre-trained models and language resources for Natural Language Processing in Polish

Size: 1.64 MB - Last synced at: 30 days ago - Pushed at: 11 months ago - Stars: 337 - Forks: 30

shibing624/nlp-tutorial

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取，翻译，对话。

Language: Jupyter Notebook - Size: 2.69 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 444 - Forks: 70

StarlangSoftware/Dictionary-Cy

Dictionary processing library

Language: Cython - Size: 1.64 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

StarlangSoftware/Dictionary-Py

Dictionary processing library

Language: Python - Size: 1.89 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 6

Project for creating a search query from Users Inputs to identify possible games. Uses Keyword Extraction and Similarity Matching from Word Embeddings to identify keys and dependency parsing to identify boolean criteria.

Language: Python - Size: 1.97 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Narius2030/Find-Similar-Vietnamese-Texts

This project build a classification model for topics of news. With the target is automatically recognize suitable topic (class) to a random article. There are two architectures implemented which are LSTM and Hybrid models

Language: Jupyter Notebook - Size: 264 MB - Last synced at: 26 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

StarlangSoftware/DataGenerator

Classification dataset generator library for high level Nlp tasks

Language: Java - Size: 17.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

StarlangSoftware/Dictionary

Dictionary processing library

Language: Java - Size: 3.66 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 9

Sshanu/Relation-Classification-using-Bidirectional-LSTM-Tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 188 - Forks: 41

AsadiAhmad/Word-Embeding-CNN

Word Embeding with CNN

Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 26 - Forks: 0

shaheerAlam1/ukarine-russia-war-tweet-analysis-using-NLP

Ukraine Russia war tweet Analysis using Natural Language Processing NLP (Sentimental Analysis)

Language: Jupyter Notebook - Size: 1.41 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

zhezhaoa/ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

Language: Python - Size: 722 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 849 - Forks: 174

AsadiAhmad/Word-Embedding

Word Embeding with Simple model, w2v, Simple RNN, LSTM

Language: Jupyter Notebook - Size: 35.2 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 25 - Forks: 0

thunlp/SE-WRL

Improved Word Representation Learning with Sememes

Language: C - Size: 14 MB - Last synced at: 16 days ago - Pushed at: over 6 years ago - Stars: 197 - Forks: 56

Ailln/nlp-roadmap

🗺️ 一个自然语言处理的学习路线图

Size: 135 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 109 - Forks: 12

neryos/crcr-heb-proj

Tackling two simple types of cryptic crossword clues in Hebrew

Language: TypeScript - Size: 5.27 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

youqiangao/wmmd

Official PyTorch implementation of paper "Word-Level Maximum Mean Discrepancy Regularization for Word Embedding"

Language: Python - Size: 5.6 MB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 9 - Forks: 0

StarlangSoftware/Dictionary-CS

Dictionary processing library

Language: C# - Size: 7.76 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Mugambi645/word-vectors-and-embeddings

Word vectors with python

Language: Jupyter Notebook - Size: 215 KB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

StarlangSoftware/DataGenerator-CPP

Classification dataset generator library for high level Nlp tasks

Language: C++ - Size: 88.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

StarlangSoftware/Dictionary-CPP

Dictionary processing library

Language: C++ - Size: 11.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

yxtay/text-classification-tensorflow

Neural Network Text Classification Models in TensorFlow

Language: Python - Size: 19.5 KB - Last synced at: 4 days ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 0

benedekrozemberczki/walklets

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

Language: Python - Size: 2.99 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 105 - Forks: 22

thunlp/SE-WRL-SAT

Revised Version of SAT Model in "Improved Word Representation Learning with Sememes"

Language: C - Size: 2.39 MB - Last synced at: 16 days ago - Pushed at: almost 5 years ago - Stars: 49 - Forks: 8

rokid/ELMo-chinese

Deep contextualized word representations for Chinese

Language: Python - Size: 3.64 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 151 - Forks: 42

bstoilov/digitalowl-pysemantics

Free Python client, that utilizes the digitalowl.org NLP API.

Language: Python - Size: 30.3 KB - Last synced at: 21 days ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 2

benedekrozemberczki/NMFADMM

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Language: Python - Size: 7.13 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 11

thimyxuan/spam-messages-detector

A spam message detector

Language: Jupyter Notebook - Size: 3.74 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ShawonAshraf/skipgram-pytorch 📦

Language: Jupyter Notebook - Size: 1.74 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

chen0040/mxnet-text-to-image

Text to Image translation using Generative Adversarial Network and MXNet

Language: Python - Size: 151 MB - Last synced at: 11 days ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 2

ValKmjolnir/word-embedding-skip-gram

skip-gram word embedding model by C++

Language: C++ - Size: 97.7 KB - Last synced at: 7 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

js1010/cusim

Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)

Language: Python - Size: 394 KB - Last synced at: 11 days ago - Pushed at: about 4 years ago - Stars: 45 - Forks: 8

Marwolaeth/EmbeddingsTools.jl

Extra tools for working with word embeddings, such as those in Embeddings.jl. However, the compatibility is currently limited.

Language: Julia - Size: 104 KB - Last synced at: 19 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

anoopkunchukuttan/geomm

Geometry-aware Multilingual Embeddings

Language: Python - Size: 328 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 10

galuhsahid/indonesian-word-embedding

An Indonesian word embedding demo

Language: JavaScript - Size: 63.8 MB - Last synced at: 11 days ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 5

Riccorl/sense-embedding

BabelNet (and WordNet) sense embedding trained with Word2Vec and FastText

Language: Python - Size: 11.4 MB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 1

StarlangSoftware/Dictionary-Js

Dictionary processing library

Language: TypeScript - Size: 1.4 MB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

Amir-SaberHabibi/word-embedding-explorer

An interactive Streamlit web app for exploring and visualizing word embeddings using pre-trained models like GloVe, Word2Vec, and FastText.

Language: Python - Size: 144 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

MarkoMile/temperament-analysis

The Myers-Briggs Personality Type Dataset was preprocessed using the spaCy library, followed by classification using random forest and hybrid neural network models (CNN+LSTM). Word embedding for the hybrid model was done using a pre-trained tok2vec tool from spaCy. For reference, the hybrid model with a TensorFlow word embedding layer was also used

Language: Jupyter Notebook - Size: 63.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Glaciohound/LM-Steer

Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models"

Language: Python - Size: 2.65 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 10 - Forks: 2

thunlp/topical_word_embeddings

Topical Word Embeddings

Language: Python - Size: 2.7 MB - Last synced at: 16 days ago - Pushed at: almost 8 years ago - Stars: 55 - Forks: 13

yjg30737/pyqt-torch-text-classification

Example of using text classification from texts with pytorch model in Python PyQt GUI

Language: Python - Size: 38.1 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

easonlai/product_recommendations_with_gpt

I have improved the demo by using Azure OpenAI’s Embedding model (text-embedding-ada-002), which has a powerful word embedding capability. This model can also vectorize product key phrases and recommend products based on cosine similarity, but with better results. You can find the updated repo here.

Language: Jupyter Notebook - Size: 72.3 KB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 6

fmirzaie/Tweety

Generating quote-like text with Recurrent Neural Networks (RNNs)

Language: Jupyter Notebook - Size: 101 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

afmika/yw2v

Yet another word2vec implementation from scratch

Language: Python - Size: 25.4 KB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

gashawdemlew/Amharic-Word-Embedding-Word2vec

Amharic-Word Embedding-Word2vec is a pre-trained distributed word representation (word embedding) which aims to provide the Amharic NLP researcher with free to use.

Language: Python - Size: 45.9 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

azret/bow

Language: C# - Size: 28.6 MB - Last synced at: 11 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

jofaval/search Fork of muelletm/search

Simple embedding based search on wikipedia.

Language: Python - Size: 70 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

trtrgfh/Automated-Talent-Sourcing-and-Ranking

Language: Jupyter Notebook - Size: 287 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

StarlangSoftware/Dictionary-Swift

Dictionary processing library

Language: Swift - Size: 1.33 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1

CRANE-toolbox/analysis-pipelines

Project CRANE (Crisis Racism and Narrative Evaluation) aims to support researchers and anti-racist organisations that wish to use state-of-the-art text analysis algorithms to study how specific events impact online hate speech and racist narratives. CRANE Toolbox is a Python package: once installed, the tools in CRANE are available as functions that users can use in their Python programs or directly through their terminal. CRANE targets users with basic programming but no machine learning skills.

Language: Python - Size: 68.4 MB - Last synced at: 23 days ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 4

keishinkickback/Pytorch-RNN-text-classification

Word Embedding + LSTM + FC

Language: Python - Size: 20.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 154 - Forks: 37

elmezianech/NLP-RuleBased-Regex-WordEmbedding

This repository serves as as a practical guide for understanding (NLP) through a Lab. It consists of two Jupyter notebooks, each dedicated to a specific part of the lab.

Language: Jupyter Notebook - Size: 497 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

wang-h/neuralcompressor

Embedding Quantization (Compress Word Embeddings)

Language: Python - Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 1

duoan/dl-tv-script-generation

generate tv scripts via RNN

Language: HTML - Size: 393 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

pravj/semantris-solver

Automated solver for Semantris using OpenCV and Word Embeddings

Language: Jupyter Notebook - Size: 281 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 2

langyx/Swift-NLP-Introduction

Simple Swift Introduction to Natural Language Processing for Educational purposes

Language: Swift - Size: 4.23 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Waseekk/NLP

Natural Language Processing Projects

Language: Jupyter Notebook - Size: 34.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

reedbertolotti/Twitter_Sentiment_Analysis

Interactive determination of tweet sentiment using machine learning.

Language: Jupyter Notebook - Size: 3.27 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

Santosh2611/NeuroNexus-Innovations

Welcome to a diverse collection of hands-on ML, AI, Python, and Data Science projects. Explore and learn through practical applications. Happy coding! 🚀

Language: Jupyter Notebook - Size: 30.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ThisIs-Developer/Sentiment-Analysis-of-Covid-19-Tweets 📦

Texts from twitter has been collected to decide the impact, it has been causing the public .We took a testing dataset and used neural network – Model training for testing the retrieved tweets and gain prediction of the sentiments from their tweets.

Language: Jupyter Notebook - Size: 2.13 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

RimTouny/Enhancing-Gutenberg-Book-Classification-using-Advanced-NLP-Techniques

The project aimed to classify Gutenberg texts accurately. Employing advanced NLP methodologies, it covered collection, preprocessing, feature engineering, and model evaluation for literary work classification. as part of the University of Ottawa's 2023 NLP course.

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Hellisotherpeople/Language-games

Dead simple games made with word vectors.

Language: Python - Size: 1.88 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 97 - Forks: 6

kdrl/WNE

C++ implementation of the paper "Word-like n-gram embedding". EMNLP 2018 Workshop on Noisy User-generated Text.

Language: C++ - Size: 20.5 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

IBPA/LOVE

Learning Ontologies Via Embeddings

Language: Python - Size: 68 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 2

zamirmehdi/Information-Retrieval-Project

A Search engine to retrieve text documents in response to the user's Query.

Language: Python - Size: 11.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

arminZolfaghari/DNA-Sequence-Classification

Analysis of DNA Sequence Classification Using Neural Networks - Bioinformatics Course Project - Winter 2022

Language: Jupyter Notebook - Size: 8.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 0

Mahesh3394/Claim-Description-Classification

This problem is NLP problem of classification type. Where we have to predict certain class using claim description given. There are two class label which are highly imbalanced and need to be handled.

Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

NancyFulda/BYU-Analogical-Reasoning-Dataset

BARD (BYU Analogical Reasoning Dataset) - a set of analogical reasoning tasks of the form A:B::C:D

Language: OpenEdge ABL - Size: 322 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

hugochan/KATE

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

Language: Python - Size: 4.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 143 - Forks: 49

xiamx/fastText Fork of facebookresearch/fastText

Windows Build of fastText, library for text representation and classification.

Language: HTML - Size: 4.2 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 106 - Forks: 25

kafku/mmeigenwords

Python implementation of the Multimodal Eigenwords (MM-Eigenwords) :snake:

Language: Jupyter Notebook - Size: 6.67 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

gyunggyung/Sequence-Models-coursera

Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.

Language: Jupyter Notebook - Size: 53.4 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 55 - Forks: 78

SiavashMT/GloVe

Toy Implementation of GloVe in Python

Language: Python - Size: 1.95 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

georgezoto/RNN-LSTM-NLP-Sequence-Models

Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.

Language: Jupyter Notebook - Size: 82.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 4