word-embedding · GitHub Topics

zhezhaoa / ngram2vec

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

ngram word2vec embedding 中文 glove svd word word-embedding

Python 849

6 年前

shibing624 / nlp-tutorial

#自然语言处理#自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取，翻译，对话。

自然语言处理 word-embedding torch seq2seq machine-translation dialogue text-classification text-generation language-model

Jupyter Notebook 428

3 年前

sdadas / polish-nlp-resources

#自然语言处理#Pre-trained models and language resources for Natural Language Processing in Polish

自然语言处理 polish word-embedding 机器学习 language-models

334

9 个月前

amansrivastava17 / embedding-as-service

#自然语言处理#One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

自然语言处理 bert xlnet word2vec glove fasttext embedding transformer bert-as-service sentence-encoding Tensorflow word-embedding 深度学习人工智能 encoder embeddings albert roberta

Python 204

2 年前

thunlp / SE-WRL

Improved Word Representation Learning with Sememes

word-embedding

C 197

7 年前

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

#计算机科学#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 Depen...

relation-extraction Tensorflow word-embedding lstm tree 深度学习 tree-structure 神经网络 entities

Jupyter Notebook 188

6 年前

keishinkickback / Pytorch-RNN-text-classification

Word Embedding + LSTM + FC

PyTorch rnn lstm gru text-classification word-embedding glove

Python 161

8 个月前

rokid / ELMo-chinese

#自然语言处理#Deep contextualized word representations for Chinese

Tensorflow word-embedding 自然语言处理

Python 151

5 年前

hugochan / KATE

#计算机科学#Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

autoencoder representation-learning text-mining topic-modeling word-embedding text-embedding 深度学习

Python 144

2 年前

Ailln / nlp-roadmap

#新手入门#🗺️ 一个自然语言处理的学习路线图

自然语言处理路线图 word-embedding word-segmentation sequence-labeling

109

2 年前

benedekrozemberczki / walklets

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

embedding deepwalk multiscale node-embedding graph-embedding 机器学习 dimensionality-reduction word2vec node2vec word-embedding gensim graph-neural-networks graph-convolution 深度学习

Python 105

2 年前

Hellisotherpeople / Language-games

Dead simple games made with word vectors.

game Python word-embedding word-embeddings language language-model fun

Python 96

5 年前

ddangelov / RESTful-Top2Vec

Expose a Top2Vec model with a REST API.

REST API semantic-search semantic-search-engine topic-modeling document-embedding word-embedding text-search text-similarity FastAPI restful-api

Python 89

2 年前

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

Python 84

5 个月前

miras-tech / MirasText

#自然语言处理#MirasText

自然语言处理 persian-nlp language-modeling dataset corpus article sentiment-analysis word-embedding

Python 71

5 年前

dongjun-Lee / kor2vec

#自然语言处理#Library for Korean morpheme and word vector representation

word2vec word-embedding 自然语言处理 korean Tensorflow

Python 69

7 年前

gyunggyung / Sequence-Models-coursera

#计算机科学#Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.

Coursera sequence-models lstm word-embedding 深度学习 andrew-ng rnn

Jupyter Notebook 65

4 年前

pesoto / Text-Analysis

#计算机科学#Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

web-scraping lda text-mining skipgram 神经网络 gradient-descent Python 机器学习 word-embeddings word-embedding word2vec scraping-websites text-processing lstm

Jupyter Notebook 59

7 年前

thunlp / topical_word_embeddings

Topical Word Embeddings

word-embedding

Python 55

8 年前

thunlp / SE-WRL-SAT

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

word-embedding

C 49

5 年前