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55 search results found

Chinese Word Vectors ⭐ 11,230

100+ Chinese Word Vectors 上百种预训练中文词向量

Texthero ⭐ 2,773

Text preprocessing, representation and visualization from zero to hero.

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Doc2vec ⭐ 619

Python scripts for training/testing paragraph vectors

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Simple downloader for pre-trained word vectors

Spanish Word Embeddings ⭐ 248

Spanish word embeddings computed with different methods and from different corpora

Word Embeddings for Information Retrieval

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

Postgres Word2vec ⭐ 105

utils to use word embedding models like word2vec vectors in a PostgreSQL database

Dna2vec ⭐ 103

dna2vec: Consistent vector representations of variable-length k-mers

Lda2vec Pytorch ⭐ 94

Topic modeling with word vectors

Language Games ⭐ 89

Dead simple games made with word vectors.

Nonparametric Topic Modeling with Word Vectors

Imn E2e Absa ⭐ 61

Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.

Doing things with embeddings

Library for Korean morpheme and word vector representation

Codenames ⭐ 47

Codenames AI using Word Vectors

Word2vec Win32 ⭐ 41

A word2vec port for Windows.

Robot Mind Meld ⭐ 29

A little game powered by word vectors

Sentence Aspect Category Detection ⭐ 29

Aspect-Based Sentiment Analysis

Word Factor Vectors

Embedding Evaluation ⭐ 28

Evaluation tool for word embeddings

Code for the papers: Correlation Coefficients and Semantic Textual Similarity, NAACL-HLT 2019 & Correlations between Word Vector Sets, EMNLP-IJCNLP 2019.

Simple experiments with word embeddings

Word Embeddings And Document Vectors ⭐ 25

An evaluation of word-embeddings for classification

Embeddings.js ⭐ 23

Word embeddings for the web

Near Lossless Binarization ⭐ 22

This repository contains source code to binarize any real-value word embeddings into binary vectors.

DEPRECATED - The Concept Mover's Distance Method is now available in the text2map package. Concept Mover's Distance measure a document's conceptual engagement using word embeddings.

Sklearn Fasttext ⭐ 20

A scikit learn based interface to facebook fasttext.

Projector ⭐ 16

Project Dense Vectors Text Representation on 2D Plan

Cvdd Pytorch ⭐ 14

A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

Glove Pytorch ⭐ 14

A simple PyTorch implementation for "Global Vectors for Word Representation".

Python library for vector space models

Eigenvector Analysis ⭐ 11

Code for "Interpreting Word Embeddings with Eigenvector Analysis" https://openreview.net/forum?id=rJfJiR5ooX.

Embeddingbased ⭐ 10

Embedding-based evaluation metrics for dialogue generation.

Graduationproject ⭐ 10

毕业设计基于CNN和词向量的句子相似性度量 NLP Sentence Similarity CNN Word Vector

Smilesvecproteinrepresentation ⭐ 10

Implementation of a Latent Concept Topic Model (LCTM).

Word_embedding_refine ⭐ 10

Disambiguating biomedical and clinical concepts with word embeddings

Nc_embeddings ⭐ 9

Comparison between various noun compound embeddings

Word embeddings modelling tool

Word2sense ⭐ 8

Sparse Interpretable Word Embeddings

word embeddings storage on leveldb

Short Text Similarity ⭐ 7

Short Text Similarity as described in https://dl.acm.org/citation.cfm?id=2806475

Indonesian Word Embedding ⭐ 7

An Indonesian word embedding demo

Max Word Embedding Generator ⭐ 7

Generate embedding vectors from text files

Principal_word_vectors ⭐ 6

We use principal component analysis for word embedding. The method is able to process both annotated and raw corpora.

Text_embedding ⭐ 6

Inferring vector of unseen words

Textual Similarity Universal Sentence Encoder ⭐ 6

Extract embeddings and group sentences with universal sentence encoder package from TensorFlow.js.

A library that converts words to vectors using PMI and SVD

Emotional Embedding ⭐ 5

Retraining embedding models to incorporate emotional constraints.

Memory-mapped word embeddings storage with quantization support

Spanishwordembeddings ⭐ 5

Spanish Word Embeddings computed from large corpora and different sizes using fastText.

Python Sentence2vec ⭐ 5

This tool provides some implementations of sentence to vector.

Sentiment Analysis With Word Embeddings ⭐ 5

A Sentiment Analysis model in keras to analyse toxic comments online . The Corpus is preprocessed using Glove Word Embeddings .

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