word-embedding

shibing624/nlp-tutorial

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。

sdadas/polish-nlp-resources

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

amansrivastava17/embedding-as-service

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

thunlp/SE-WRL

Improved Word Representation Learning with Sememes

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

keishinkickback/Pytorch-RNN-text-classification

Word Embedding + LSTM + FC

rokid/ELMo-chinese

Deep contextualized word representations for Chinese

hugochan/KATE

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

xiamx/fastText

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

Ailln/nlp-roadmap

🗺️ 一个自然语言处理的学习路线图

benedekrozemberczki/walklets

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

Hellisotherpeople/Language-games

Dead simple games made with word vectors.

ddangelov/RESTful-Top2Vec

Expose a Top2Vec model with a REST API.

dongjun-Lee/kor2vec

Library for Korean morpheme and word vector representation

miras-tech/MirasText

MirasText

Glaciohound/LM-Steer

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

gyunggyung/Sequence-Models-coursera

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

pesoto/Text-Analysis

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

thunlp/topical_word_embeddings

Topical Word Embeddings

thunlp/SE-WRL-SAT

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

benedekrozemberczki/NMFADMM

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

js1010/cusim

Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)

limteng-rpi/mlmt

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

anoopkunchukuttan/geomm

Geometry-aware Multilingual Embeddings

galuhsahid/indonesian-word-embedding

An Indonesian word embedding demo

sid321axn/bank_fin_embedding

This repository consists of customized word embedding focused on banking and finance terms which will be helpful in analyzing and classifying financial sentiments or stock price sentiment analysis.

SINr-Embeddings/sinr

The SINr approach to train interpretable word and graph embeddings

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

This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018

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

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

iesl/Distributional-Inclusion-Vector-Embedding

pravj/semantris-solver

Automated solver for Semantris using OpenCV and Word Embeddings

arminZolfaghari/DNA-Sequence-Classification

Analysis of DNA Sequence Classification Using Neural Networks - Bioinformatics Course Project - Winter 2022

armintabari/Emotional-Embedding

Retraining embedding models to incorporate emotional constraints.

HHansi/Embed2Detect

Python implementation of Embed2Detect for event detection in social media

Pzoom522/xANLG

Data and code for "Understanding Linearity of Cross-Lingual Word Embedding Mappings" (TMLR 2022)