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Convai Bot 1337 ⭐ 61

NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

Fasttext.netwrapper ⭐ 60

.NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

Awesome Nlp Chinese Corpus ⭐ 59

A curated list of resources of chinese corpora for NLP(Natural Language Processing)

Fasttext Doc Zh ⭐ 58

FastText 中文文档

Fasttext Serving ⭐ 57

fastText model serving service

Fasttext Node ⭐ 57

Node wrapper around FastText Library

Chinese Ner ⭐ 57

A practice on Chinese Named Entity Recognition

SImple SenTence EmbeddeR

Word2vec Pytorch ⭐ 55

Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling

Dema Bwe ⭐ 54

NAACL 2019 paper: Density Matching for Bilingual Word Embedding (Zhou et al., 2019)

Swiftnlc ⭐ 54

Swift Natural Language Classifier with CoreML / TensorFlow

Textclassification ⭐ 52

deep learning in text classification(keras)

Fasttext ⭐ 52

Unofficial implementation of the paper "Bag of Tricks for Efficient Text Classification" by Joulin et al.

Fastchess ⭐ 51

Predicts the best chess move with 27.5% accuracy by a single matrix multiplication

Fasttext Rs ⭐ 50

fastText Rust binding

Local Context Unit ⭐ 50

local-context-unit

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Text classification with Sparse Composite Document Vectors.

Style Transformer ⭐ 49

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

Ak De Bigru ⭐ 48

Improving Response Selection in Multi-turn Dialogue Systems by Incorporating Domain Knowledge

Materials Synthesis Generative Models ⭐ 47

Public release of data and code for materials synthesis generation

Spacy Fastlang ⭐ 47

Language detection using Spacy and Fasttext

Fasttext Vs Word2vec On Twitter Data ⭐ 46

fasttextとword2vecの比較と、実行スクリプト、学習スクリプトです

Textblob Ar ⭐ 46

Arabic support for textblob

Cvpr_paper_search_tool ⭐ 45

Automatic paper clustering and search tool by fastext from Facebook Research

Comparing quality and performance of NLP systems for Russian language

Sentiment Analysis On Twitter Data ⭐ 41

Sentiment analysis over twitter data (deep learning) in Python

Embeddingsviz ⭐ 40

Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors

Nail_agent ⭐ 40

NAIL is an agent that plays text-based interactive fiction games.

高校赛2019 文本点击预测

German Sentiment ⭐ 38

A data set and model for german sentiment classification.

Keras Examples ⭐ 37

Keras样例解析

Fasttext ⭐ 37

R package for 'Efficient Learning of Word Representations and Sentence Classification'

Fasttext Quick Start Guide ⭐ 37

fastText Quick Start Guide, published by Packt

Neural Networks ⭐ 34

All about Neural Networks!

Word_embedding_storage ⭐ 33

Storage and retrieval of Word Embeddings in various databases

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

Pure Predict ⭐ 32

Machine learning prediction in pure Python

A deep text classifiers library.

Text Classification ⭐ 31

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

Nlp Experiments In Pytorch ⭐ 31

PyTorch repository for text categorization and NER experiments in Turkish and English.

NLP 相关的项目如：词向量，文本分类，文本匹配，NER，信息抽取，文本生成以及NLP在电商中的应用

Co Speech_gesture_generation ⭐ 30

This is an implementation of Robots learn social skills: End-to-end learning of co-speech gesture generation for humanoid robots.

Paper Notes ⭐ 29

论文阅读总结

Unmt Spr ⭐ 29

Implementation of “Unsupervised Neural Machine Translation with SMT as Posterior Regularization” (AAAI 2019)

Node Fasttext ⭐ 28

Nodejs binding for fasttext representation and classification.

Fasttextjs ⭐ 28

JavaScript implementation of the FastText prediction algorithm

Fasttext Pvdm ⭐ 28

Tangentcft ⭐ 28

任务驱动型多轮会话框架

Wordembedding Hebrew ⭐ 27

The code behind the blog post: https://www.oreilly.com/learning/capturing-semanti

Noisemix ⭐ 27

NoiseMix - data generation for natural language

Capstone ⭐ 26

基于CNN、RNN、GCN、BERT的中文文本分类

Ticket Tagger ⭐ 26

Machine learning driven issue classification bot.

Odia Nlp Resource Catalog ⭐ 26

Word_embedding ⭐ 26

Sample code for training Word2Vec and FastText using wiki corpus and their pretrained word embedding.

Devise Zero Shot Classification ⭐ 25

DeViSE model (zero-shot learning) trained on ImageNet and deployed on AWS using Docker

Spice Hate_speech_detection ⭐ 25

A SPICE-program funded project where the goal is to detect hate speech in social media.

2019中国高校计算机大赛——大数据挑战赛第一名解决方案

Fasttext Server ⭐ 24

Flask web server to serve supervised models trained with FastText.

Valohai Fasttext Example ⭐ 23

Production Machine Learning Pipeline for Text Classification with fastText

Coolnltk ⭐ 23

Text Classification ToolKit

Cross Lingual Struct Flow ⭐ 23

PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656

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.

Embeddings.js ⭐ 23

Word embeddings for the web

Fasttext1607 ⭐ 22

Unofficial Implementation of "Bag of Tricks for Efficient Text Classification", 2016, Armand Joulin et al. (https://arxiv.org/pdf/1607.01759.pdf)

Fasttext Serving ⭐ 22

Serve your fastText models for text classification and word vectors

Fasttextr ⭐ 21

Efficient learning of word representations

Twitterembeddings ⭐ 21

Twitter word embeddings generated using Word2Vec and FastText.

Base On Relation Method Extract News Da Rnn Model For Stock Prediction Pytorch ⭐ 21

基於關聯式新聞提取方法之雙階段注意力機制模型用於股票預測

Rec_system ⭐ 21

推荐系统，内含主流模型，不定期更新模型

Awesome Deep Learning ⭐ 21

深度学习资料

Fasttext Sentiment Analysis For Tweets ⭐ 21

Essential about fastText architecture, cleaning, upsampling and sentiments for tweets.

Fastlangid ⭐ 20

fastlangid, the only language identification package that support cantonese (zh-yue), simplified (zh-hans) and traditional chinese (zh-hant)

Sklearn Fasttext ⭐ 20

A scikit learn based interface to facebook fasttext.

Rivebot Ce ⭐ 20

🤖💬 BotScript Community Edition Platform (CEP) is an open source end-to-end software development platform with built-in chatbot management, customer ordering, customer care, and more. Self-host BotScript CEP on your own servers, in a container, or on a cloud provider.

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Embedding ⭐ 19

Embedding模型代码和学习笔记总结

Rationale Alignment ⭐ 19

💒 Reproducible Extraction of Cross-lingual Topics using R

Text_classification_tf ⭐ 19

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Fasttext Vector Norms And Oov Words ⭐ 19

This blog post visualize vector norms of FastText embedding and evaluates use of FastText word vector norm multiplied with number of word n-grams for detecting non-english OOV words.

Nlp_from_zero_to_one ⭐ 19

主要是实现nlp常用网络以及结果比较，各模型的优劣势，如:FastText,TextCNN,Text

Adversarial Postspec ⭐ 18

Auxiliary GAN for WE post-specialisation

Classification Benchmarks ⭐ 18

Thai text classification benchmarks

神经网络分类器，PyTorch实现

Spacy Fasttext ⭐ 17

The code describes how to load fastText vectors onto spaCy

Fasttext Pv ⭐ 17

PVDM, PVDBOW, doc2vec, sentence2vec, "Distributed Representations of Sentences and Documents ICML'14".

Product Matching Model ⭐ 17

🌠Product matching model for an eCommerce platform using FastText, Simple LSTM, Siamese MaLSTM

Synonyms_discovery_aggregation ⭐ 17

This repository provides various Python methods for finding and aggregating synonyms for an individual word or a list of words.

Text Classification Pytorch ⭐ 16

Summary and comparison of Chinese classification models

Awesome Imgcook ⭐ 16

Awesome list for imgcook related projects.

Naver Nlp Challenge 2018 ⭐ 16

NER task for Naver NLP Challenge 2018 (3rd Place)

Fasttext Serverless ⭐ 16

Serverless hashtag recommendations using fastText and Python with AWS Lambda

Nlp Paper ⭐ 16

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

Hs Semantic Tree ⭐ 15

Training word embeddings using hierarchical softmax with a semantic tree.

Fakenewsrecognition ⭐ 15

Cw2vec Pytorch ⭐ 15

This is a pytorch implement of cw2vec

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