Awesome Open Source

Programming Languages

Search results for word vectors

177 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

Spacy Course ⭐ 2,267

👩‍🏫 Advanced NLP with spaCy: A free online course

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Wordvectors ⭐ 1,834

Pre-trained word vectors of 30+ languages

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Fasttext_multilingual ⭐ 1,189

Multilingual word vectors in 78 languages

Wink Nlp ⭐ 1,057

Developer friendly Natural Language Processing ✨

Concrete_nlp_tutorial ⭐ 973

An NLP workshop about concrete solutions to real problems

Word2bits ⭐ 756

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

Spacy Streamlit ⭐ 688

👑 spaCy building blocks and visualizers for Streamlit apps

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

Multi Label Text Classification ⭐ 369

About Muti-Label Text Classification Based on Neural Network.

Word2vec Googlenews Vectors ⭐ 343

word2vec Google News model

Retrofitting ⭐ 324

Retrofitting Word Vectors to Semantic Lexicons

Recurrent & convolutional neural network modules

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

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

Tree_rnn ⭐ 236

Theano implementation of Tree RNNs aka Recursive Neural Networks.

Tacred Relation ⭐ 233

PyTorch implementation of the position-aware attention model for relation extraction

Pyfasttext ⭐ 229

Yet another Python binding for fastText

Word Embeddings for Information Retrieval

Coursera Natural Language Processing Specialization ⭐ 217

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Splitter ⭐ 203

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

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

🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy

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

Fasttext4j ⭐ 139

Implementing Facebook's FastText with java

Elmo Tutorial ⭐ 132

A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)

Elmo Chinese ⭐ 131

Deep contextualized word representations for Chinese

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.

Scenescoop ⭐ 95

A tool to describe the content of videos and suggest similar scenes in other videos/films.

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.

Pl Zsd_release ⭐ 72

This repository provides training and evaluation code for paper titled "Polar Loss for Zero-Shot Object Detection." (Arxiv version) and "Improved Visual-Semantic Alignment for Zero-Shot Object Detection" (accepted in AAAI 2020)

Learning2ask_typeddecoder ⭐ 69

Intrinsic evaluation of word vectors

Nonparametric Topic Modeling with Word Vectors

Wordvector_be ⭐ 61

Web服务：使用腾讯 800 万词向量模型和 spotify annoy 引擎得到相似关键词

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)

Word2vec.jl ⭐ 51

Julia interface to word2vec

Sparse Coding ⭐ 51

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

Codenames ⭐ 47

Codenames AI using Word Vectors

SWE Toolkit. Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints. A general framework to incorporate semantic knowledge into the popular data-driven learning process of word vectors. Applications including word similarity, sentence completion, etc. ACL-2015, Beijing, China

Baseline ⭐ 42

baseline for ccks2019-ipre

Fuzzymax ⭐ 42

Code for the paper: Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors, ICLR 2019.

Speech2vec Pretrained Vectors ⭐ 41

Speech2vec pre-trained word vectors

Summarize Radiology Findings ⭐ 40

Code and pretrained model for paper "Learning to Summarize Radiology Findings"

Zslearning ⭐ 39

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

Code for SPINE - Sparse Interpretable Neural Embeddings. Jhamtani H.*, Pruthi D.*, Subramanian A.*, Berg-Kirkpatrick T., Hovy E. AAAI 2018

Tying Wv And Wc ⭐ 38

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

Resume Rater ⭐ 37

Rates the quality of a candidate based on his/her resume using unsupervised approaches

Keyphrase Extraction ⭐ 35

Specialising Word Vectors for Lexical Entailment

Beyond_word2vec ⭐ 29

Slides for my doc2vec workshop/talk

Robot Mind Meld ⭐ 29

A little game powered by word vectors

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

Clojure Word2vec ⭐ 24

A Clojure wrapper around a Java implementation of Word2Vec.

Actions Suggest Related Links ⭐ 23

A GitHub Action to suggest related or similar issues, documents, and links. Based on the power of NLP and fastText.

Code and dataset for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification", AAAI2020

Nlp_pemdc ⭐ 23

NLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.

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.

Embedding_zero Shot Learning ⭐ 19

Word2vec ⭐ 19

Rust interface to word2vec.

Semanticsimilaritychatbot ⭐ 18

A tiny unfussy corpus-driven chatbot based on semantic similarity

Pytorchner_zh ⭐ 18

这是我ehr-journey项目的一个命名实体识别的子项目，主要实现基于中文预训练字向量finetu

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 🚀

Lbldm Demo ⭐ 16

Log-Bilinear Document Model

Factorrotation ⭐ 16

Rotated Word Vector Representations and their Interpretability (EMNLP 2017)

Psychwordvec ⭐ 15

🔜 Integrative Toolbox of Word Embedding Research for Psychological Science.

Dynamic Coattention Network For Squad ⭐ 15

Tensorflow implementation of DCN for question answering on the Stanford Question Answering Dataset (SQuAD)

Related Searches

Vector Word Vectors (236)

Python Word Vectors (200)

1-100 of 177 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.