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word-embedding

Here are 111 public repositories matching this topic...

hanxiao / bert-as-service

Star

Mapping a variable-length sentence to a fixed-length vector using BERT model

nlp machine-learning natural-language-processing deep-neural-networks ai deep-learning tensorflow bert natural-language-understanding word-embedding sentence-encoding

Updated Oct 20, 2020
Python

zhezhaoa / ngram2vec

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

word word2vec chinese glove ngram svd embedding analogy ppmi word-embedding n-gram ngram2vec

Updated Aug 22, 2019
Python

thunlp / SE-WRL

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Improved Word Representation Learning with Sememes

word-embedding sememe

Updated Sep 10, 2018
C

Relation-Classification-using-Bidirectional-LSTM-Tree

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

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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

tree deep-learning neural-network tensorflow entities lstm tree-structure dependency-tree semeval lca relation-extraction bidirectional-lstm word-embedding lstm-networks relation-classification lstm-tree

Updated Apr 15, 2019
Jupyter Notebook

rokid / ELMo-chinese

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Deep contextualized word representations for Chinese

nlp tensorflow word-embedding wordvectors

Updated Nov 21, 2019
Python

amansrivastava17 / embedding-as-service

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

Updated Sep 30, 2020
Python

hugochan / KATE

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

text-mining autoencoder topic-modeling representation-learning text-embedding word-embedding

Updated Nov 13, 2020
Python

keishinkickback / Pytorch-RNN-text-classification

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Word Embedding + LSTM + FC

text-classification pytorch lstm gru rnn glove word-embedding

Updated Jul 9, 2019
Python

xiamx / fastText

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

nlp windows text-classification word-embeddings fasttext win64 word-embedding

Updated Sep 29, 2018
HTML

Hellisotherpeople / Language-games

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Dead simple games made with word vectors.

game python language fun word-embeddings python3 language-model magnitude word-embedding

Updated Jan 25, 2020
Python

walklets

benedekrozemberczki / walklets

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

machine-learning deep-learning word2vec deepwalk dimensionality-reduction gensim edge-prediction multiscale graph-mining embedding node2vec word-embedding graph-embedding node-classification graph-neural-networks node-embedding walklet graphlet dont-walk-skip graph-convolution

Updated Sep 24, 2020
Python

sdadas / polish-nlp-resources

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

natural-language-processing polish word-embedding polish-language lexicons

Updated Oct 23, 2020

dongjun-Lee / kor2vec

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Library for Korean morpheme and word vector representation

natural-language-processing tensorflow word2vec korean word-embedding

Updated May 15, 2018
Python

thunlp / topical_word_embeddings

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Topical Word Embeddings

Updated May 27, 2017
Python

pesoto / Text-Analysis

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Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

python machine-learning text-mining neural-network word2vec word-embeddings web-scraping lstm expectation-maximization gradient-descent text-processing lda text-prediction scraping-websites latent-dirichlet-allocation skipgram gibbs-sampling long-short-term-memory-models word-embedding textual-analysis

Updated Sep 21, 2017
Jupyter Notebook

miras-tech / MirasText

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MirasText

nlp sentiment-analysis article corpus language-modeling dataset persian-nlp text-corpus word-embedding irony-detection

Updated Aug 12, 2020
Python

thunlp / SE-WRL-SAT

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

word-embedding sememe

Updated Jul 30, 2020
C

NMFADMM

benedekrozemberczki / NMFADMM

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

optimization word2vec deepwalk matrix-factorization feature-extraction pca topic-modeling factorization lda unsupervised-learning admm sparse-matrix principal-component-analysis embedding nmf principal-components node2vec unsupervised-machine-learning word-embedding beta-divergence

Updated Sep 24, 2020
Python

limteng-rpi / mlmt

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Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)

nlp multi-lingual information-extraction named-entity-recognition pos-tagging sequence-labeling multi-task-learning word-embedding lstm-crf acl2018

Updated Nov 6, 2019
Python

ddangelov / RESTful-Top2Vec

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Expose a Top2Vec model with a REST API.

rest-api text-similarity semantic-search-engine topic-modeling restful-api semantic-search text-search word-embedding document-embedding topic-model fastapi top2vec

Updated Aug 4, 2020
Python

gyunggyung / Sequence-Models-coursera

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

deep-learning coursera lstm rnn andrew-ng sequence-models word-embedding

Updated Jun 4, 2019
Jupyter Notebook

anoopkunchukuttan / geomm

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Geometry-aware Multilingual Embeddings

multilingual nlp translation word-embedding bilingual-word-embedding

Updated Oct 27, 2020
Python

Anwarvic / CS224n--NLP-with-Deep-Learning

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This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code by prof. Richard Socher and Prof. Christopher Manning in 2017/2018.

nlp deep-neural-networks deep-learning neural-network word2vec word-embeddings tagging neural-networks gradient-descent glove cbow ner skipgram dependency-parsing word-embedding

Updated Aug 24, 2018
Python

Ailln / nlp-roadmap

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🗺️ 一个自然语言处理的学习路线图

nlp natural-language-processing roadmap word-segmentation sequence-labeling word-embedding

Updated Nov 9, 2020

tiddler / SIF_reproduce

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This repo contains the code and results for reproducing the results in the paper: A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDINGS

sentence2vec sif word-embedding

Updated Jul 13, 2018
Python

pravj / semantris-solver

Star

Open

Implement spell correction for associated word suggestions

pravj commented Oct 2, 2018

Given that the accuracy of an OCR system depends on the following (not limited to) factors:

Distribution of text in the image
Quality of image

It doesn't result in a correct word detection all the times. For example, a word Shoe on screen might result in Shot for a distorted image.

We can experiment with the spell correction to see if that can help in such situations by using the h

Read more

Hacktoberfest bug enhancement good first issue

iesl / Distributional-Inclusion-Vector-Embedding

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machine-learning natural-language-processing tensorflow word-embedding unsupervised-hypernym-detection distributional-inclusion-hypothesis compression-of-sparse-bag-of-words

Updated Feb 14, 2019
Jupyter Notebook

marcopoli / Identification-of-Twitter-bots-using-CNN

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Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.

python bot twitter deep-learning neural-network text-classification cnn python3 gensim fasttext cnn-keras word-embedding

Updated Oct 9, 2019
Python

yxtay / text-classification-tensorflow

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Neural Network Text Classification Models in TensorFlow

deep-learning neural-network text-classification tensorflow fasttext word-embedding

Updated Nov 26, 2017
Python

CRANE-toolbox / analysis-pipelines

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Open

Document the test suite

LaChapeliere commented Oct 4, 2020

Contributors should easily find info on what package we use for testing (pytest), how to run the test suite (python3 -m pytest at the root of the repo), how the testing directory is structured and where to find doc on writing tests.

Read more

documentation good first issue testing

Open

Add progression indicator to import module

5

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