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Search results for vector word vectors

110 search results found

Chinese Word Vectors ⭐ 11,230

100+ Chinese Word Vectors 上百种预训练中文词向量

Glove ⭐ 6,480

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

Wordvectors ⭐ 1,834

Pre-trained word vectors of 30+ languages

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Word2bits ⭐ 756

Quantized word vectors that take 8x-16x less space than regular word vectors

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

Word2vec Googlenews Vectors ⭐ 343

word2vec Google News model

Retrofitting ⭐ 324

Retrofitting Word Vectors to Semantic Lexicons

Fast Entity Linker Toolkit for training models to link entities to KnowledgeBase (Wikipedia) in documents and queries.

Simple downloader for pre-trained word vectors

Words2map ⭐ 310

online natural language processing with word vectors

Node Word2vec ⭐ 308

node.js interface to the Google word2vec tool

Pyfasttext ⭐ 229

Yet another Python binding for fastText

Word Embeddings for Information Retrieval

Chinsese_word_vectors ⭐ 166

Chinsese_word_vectors

Word_vectors_game_of_thrones Live ⭐ 160

This is the code for the "How to Make Word Vectors from Game of Thrones (LIVE) " Siraj Raval on Youtube

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

Word2vec Spam Filter ⭐ 147

Using word vectors to classify spam messages

Word2vec Lucene ⭐ 127

This tool extracts word vectors from Lucene index.

Document2vec ⭐ 115

Finding document vectors from pre-trained word2vec word vectors

Eval Word Vectors ⭐ 110

Easy to use scripts for evaluating word vectors on a variety of tasks.

Robotrumpdnn ⭐ 107

Because the world needs more than one billionare Demagogue.

Counter Fitting ⭐ 95

Counter-fitting Word Vectors to Linguistic Constraints

Lda2vec Pytorch ⭐ 94

Topic modeling with word vectors

Koreanwordvectors ⭐ 92

Subword-level Word Vector Representations for Korean (ACL 2018)

Language Games ⭐ 89

Dead simple games made with word vectors.

Cnn Sentence Classification ⭐ 76

A tensorflow implementation of Convolutional Neural Networks for Sentence Classification

Word2vecjson ⭐ 75

This project represents the 300-dimensional word vectors from word2vec as JSON.

A Python library for learning from dimensionality reduction, supporting sparse and dense matrices.

Intrinsic evaluation of word vectors

Nonparametric Topic Modeling with Word Vectors

Doing things with embeddings

Non Distributional ⭐ 60

Non-distributional linguistic word vector representations.

Crosslingual Cca ⭐ 58

Askubuntu ⭐ 54

AskUbuntu Question Dataset

Densecap Tensorflow ⭐ 52

Re-implement CVPR2017 paper: "dense captioning with joint inference and visual context" and minor changes in Tensorflow. (mAP 8.296 after 500k iters of training)

Sparse Coding ⭐ 51

Parallel (asynchronous) sparse coding implementation for obtaining sparse overcomplete word vectors

Word2vec.jl ⭐ 51

Julia interface to word2vec

Codenames ⭐ 47

Codenames AI using Word Vectors

Baseline ⭐ 42

baseline for ccks2019-ipre

Speech2vec Pretrained Vectors ⭐ 41

Speech2vec pre-trained word vectors

Zslearning ⭐ 39

Repository for deep zero-shot learning via cross-modality transfer

Tying Wv And Wc ⭐ 38

Implementation for "Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling"

Keyphrase Extraction ⭐ 35

Specialising Word Vectors for Lexical Entailment

Robot Mind Meld ⭐ 29

A little game powered by word vectors

Beyond_word2vec ⭐ 29

Slides for my doc2vec workshop/talk

Word Factor Vectors

Bow To Bert ⭐ 28

Evolution of word vectors from long, sparse, and 1-hot to short, dense, and context sensitive

Simple experiments with word embeddings

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

Question Classification ⭐ 27

Pytorch Skipgram ⭐ 26

Implementing Skip-gram Negative Sampling with pytorch

Minkowski ⭐ 25

Skip-gram word embeddings in hyperbolic space

Hyperdimensional Playground ⭐ 21

An exploration of hypervectors and word vectors

Random Projections At Berlinbuzzwords ⭐ 21

Demo of random projections at BerlinBuzzwords 2015

Sklearn Fasttext ⭐ 20

A scikit learn based interface to facebook fasttext.

Word2vec ⭐ 19

Rust interface to word2vec.

Embedding_zero Shot Learning ⭐ 19

Symptom Disease ⭐ 18

Finds out symptoms similar to a given symptom, from a symptom-disease data set.

Scrapy Finance ⭐ 17

[OUTDATED] scrapy spiders to crawl the financial text data 📚 📜 pertinent to train word vectors 🚀

Factorrotation ⭐ 16

Rotated Word Vector Representations and their Interpretability (EMNLP 2017)

Legal domain-specific word vectors, trained with GloVe on a corpus of legal documents.

Smalltext ⭐ 13

Classify short texts with neural network.

Linguistic Features In Turkish Word Representations ⭐ 12

This repository contains the Turkish word vectors and analogical reasoning task pairs produced and used during the study.

Faster Fasttext ⭐ 11

Same fastText, but up to 2x faster training and inference.

Watasense ⭐ 11

Watasense: an Unsupervised WSD System for Under-Resourced Languages.

Eval Multilingual Simlex ⭐ 9

Tool for Evaluating Multilingual WS-353 and SimLex-999

Startup2vec ⭐ 8

A startup search engine made using embeddings built on crunchbase company descriptions

Where Is The Answer ⭐ 8

FastText based Question Answering System for Turkish Stories

Image Captioning ⭐ 8

Image Captioning is a project that implements A Distributed Representation Based Query Expansion Approach for Image Captioning

Persianwordvectors ⭐ 8

A set of pre-trained word vectors for Persian language

Implements Global Word Vectors.

Lda2vec Featurizer ⭐ 8

Neural Vector Conceptualization

Paragraphvec ⭐ 7

Implementation of Paragraph Vectors on CUDA.

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

Learning Word Vectors from Project Gutenberg Texts

Semantic Similarity Extraction Using Word Vectors In Mahabharata Dataset ⭐ 7

Semantic similarity extraction using word vectors in Mahabharata dataset

En Ja Translator ⭐ 7

English to Japanese translator using a seq2seq network in PyTorch

Nanogenmo2017 ⭐ 7

The Average Novel

Library for fast text representation and classification

Vector Object ⭐ 6

A vector class supporting vector operations in n-dimensional space. Useful for word vectors calculation.

Style Sensitive Word Vectors ⭐ 6

greedy lazy agglomerative clustering

Tfboard_word2vec ⭐ 6

Principal_word_vectors ⭐ 6

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

Wordvec Aligned En Zh ⭐ 5

Aligned bilingual word vectors for English and Chinese

Scripts to build a Norwegian model for spacy

[OUTDATED] A set of classes/scripts for NLP tasks focused on finance data

Sat_analogies ⭐ 5

word vectors and SAT analogies

Subword informed Word Embedding for Templatic Languages: Tigrinya, Amharic, Arabic ...

State Lstm ⭐ 5

state-lstm in pytorch

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