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word-embedding

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zhezhaoa / ngram2vec

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

shibing624 / nlp-tutorial

Zi Ran Yu Yan Chu Li (NLP)Jiao Cheng ,Bao Gua :Ci Xiang Liang ,Ci Fa Fen Xi ,Yu Xun Lian Yu Yan Mo Xing ,Wen Ben Fen Lei ,Wen Ben Yu Yi Pi Pei ,Xin Xi Chou Qu ,Fan Yi ,Dui Hua .

nlp text-classification machine-translation dialogue text-generation torch seq2seq language-model word-embedding

Updated May 7, 2022
Jupyter Notebook

sdadas / polish-nlp-resources

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

machine-learning natural-language-processing polish language-models word-embedding polish-language lexicons

Updated Jun 5, 2024

amansrivastava17 / embedding-as-service

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

nlp ai deep-learning tensorflow encoder word2vec embeddings transformer glove fasttext albert embedding bert word-embedding roberta ulmfit sentence-encoding bert-as-service xlnet embedding-as-service

Updated May 22, 2023
Python

thunlp / SE-WRL

Improved Word Representation Learning with Sememes

word-embedding sememe

Updated Sep 10, 2018
C

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

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

keishinkickback / Pytorch-RNN-text-classification

Word Embedding + LSTM + FC

text-classification pytorch lstm gru rnn glove word-embedding

Updated Jul 25, 2024
Python

rokid / ELMo-chinese

Deep contextualized word representations for Chinese

nlp tensorflow word-embedding wordvectors

Updated Nov 21, 2019
Python

hugochan / KATE

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

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

Updated Apr 17, 2023
Python

Glaciohound / LM-Steer

Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)

language-model word-embedding controlled-generation

Updated Jul 13, 2025
Python

Ailln / nlp-roadmap

Yi Ge Zi Ran Yu Yan Chu Li De Xue Xi Lu Xian Tu

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

Updated Apr 5, 2023

xiamx / fastText

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

benedekrozemberczki / walklets

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 Mar 18, 2023
Python

Hellisotherpeople / Language-games

Dead simple games made with word vectors.

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

Updated Jan 25, 2020
Python

ddangelov / RESTful-Top2Vec

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 Dec 8, 2022
Python

miras-tech / MirasText

MirasText

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

Updated Aug 12, 2020
Python

dongjun-Lee / kor2vec

Library for Korean morpheme and word vector representation

natural-language-processing tensorflow word2vec korean word-embedding

Updated May 15, 2018
Python

gyunggyung / Sequence-Models-coursera

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

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

Updated Mar 26, 2021
Jupyter Notebook

thunlp / topical_word_embeddings

Topical Word Embeddings

Updated May 27, 2017
Python

thunlp / SE-WRL-SAT

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

word-embedding sememe

Updated Jul 30, 2020
C

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