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347 search results found
Gensim
⭐
15,180
Topic Modelling for Humans
Text_classification
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7,628
all kinds of text classification models and more with deep learning
Nlp_ability
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4,337
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提
Pytorch Sentiment Analysis
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4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Muse
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2,844
A library for Multilingual Unsupervised or Supervised word Embeddings
Wordvectors
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1,834
Pre-trained word vectors of 30+ languages
Nlper Interview
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1,746
该仓库主要记录 NLP 算法工程师相关的面试题
Neuralnlp Neuralclassifier
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1,650
An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
Keras Textclassification
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1,641
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Nlp Journey
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1,563
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
Magnitude
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1,542
A fast, efficient universal vector embedding utility package.
Python Tutorial
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1,261
Python实用教程,包括:Python基础,Python高级特性,面向对象编程,多线程,数据库,数
Nlp
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1,128
兜哥出品 <一本开源的NLP入门书籍>
Pytorchtext
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959
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
Bert_language_understanding
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886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Sciblog_support
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742
Support content for my blog
Polyfuzz
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671
Fuzzy string matching, grouping, and evaluation.
Mynlp
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658
一个生产级、高性能、模块化、可扩展的中文NLP工具包。(中文分词、平均感知机、fastText、拼音
Textclassification Keras
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649
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
Catalyst
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635
🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
Machine_learning_resources
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571
🐟🐟🐟 机器学习面试复习资源
Biosentvec
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501
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
Fast_sentence_embeddings
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494
Compute Sentence Embeddings Fast!
Codequestion
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457
🔎 Semantic search for developers
Lmdb Embeddings
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399
Fast word vectors with little memory usage in Python
Delft
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379
a Deep Learning Framework for Text
Word Embedding
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372
Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding
Multi Label Text Classification
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369
About Muti-Label Text Classification Based on Neural Network.
Dme
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322
Dynamic Meta-Embeddings for Improved Sentence Representations
Chakin
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313
Simple downloader for pre-trained word vectors
Text Classification Models Pytorch
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309
Implementation of State-of-the-art Text Classification Models in Pytorch
Dostoevsky
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296
Sentiment analysis library for russian language
Top250movie_douban
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285
TOP250豆瓣电影短评:Scrapy 爬虫+数据清理/分析+构建中文文本情感分析模型
Cw2vec
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274
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
Tensorflow_fasttext
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273
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
Bnlp
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252
BNLP is a natural language processing toolkit for Bengali Language.
Spanish Word Embeddings
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248
Spanish word embeddings computed with different methods and from different corpora
Toxic
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243
Toxic Comment Classification Challenge
Tensorflow Xnn
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241
Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.
Movietaster Open
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241
A practical movie recommend project based on Item2vec.
Zhihu
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239
知乎看山杯 第二名 解决方案
Skift
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231
scikit-learn wrappers for Python fastText.
Pyfasttext
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229
Yet another Python binding for fastText
Ai_law
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229
all kinds of baseline models for long text classificaiton( text categorization)
Vnlp
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215
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
Jfasttext
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215
Java interface for fastText
Shallowlearn
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196
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
Tensorflow Dsmm
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195
Tensorflow implementations of various Deep Semantic Matching Models (DSMM).
Data_grand
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195
2018达观杯文本智能处理挑战赛 Top10解决方案(10/3830)
Embedding As Service
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182
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Sentence Classification
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180
Sentence Classifications with Neural Networks
Arxiv2018 Xling Sentence Embeddings
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178
Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations
Fasttextjapanesetutorial
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174
Tutorial to train fastText with Japanese corpus
Nlp_research
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170
NLP research:基于tensorflow的nlp深度学习项目,支持文本分类/句子匹配/序列标注/文 四大任务
Fasttext.js
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169
FastText for Node.js
Floret
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159
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
Chinese Text Classification Pytorch
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156
中文文本分类任务,基于PyTorch实现(TextCNN,TextRNN,FastText,Text DPCNN, Transformer,Bert,ERNIE),开箱即用!
Vntk
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155
Vietnamese NLP Toolkit for Node
Mutters
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155
A framework for building bot brains.
Compress Fasttext
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153
Tools for shrinking fastText models (in gensim format)
Etnlp
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145
ETNLP: A toolkit to evaluate, extract, and visualize multiple embeddings
Navec
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140
Compact high quality word embeddings for Russian language
Pre Trained Models
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139
预训练语言模型综述
Fasttext4j
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139
Implementing Facebook's FastText with java
Ungoliant
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132
🕷️ The pipeline for the OSCAR corpus
Multisense Prob Fasttext
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131
ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)
Extremetext
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130
Library for fast text representation and extreme classification.
Wordembeddings Elmo Fasttext Word2vec
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129
Using pre trained word embeddings (Fasttext, Word2Vec)
Fine Grained Sentiment
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126
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
French Sentiment Analysis With Bert
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124
How good is BERT ? Comparing BERT to other state-of-the-art approaches on a French sentiment analysis dataset
Fasttext For Ai Challenger Sentiment Analysis
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123
AI Challenger 2018 Sentiment Analysis Baseline with fastText
Fasttext_java
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114
Java port of c++ version of facebook fasttext
Whatthelang
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111
Lightning Fast Language Prediction 🚀
Book Of Qna Code
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108
code collections for the book of qna
Text Classification Demos
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106
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
Weibosentiment
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104
基于各种机器学习和深度学习的中文微博情感分析
Simple Sentence Similarity
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97
Exploring the simple sentence similarity measurements using word embeddings
Fastrtext
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97
R wrapper for fastText
Ketchum
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96
Use word vectors to interactively generate lists of similar words
Bert_classifier
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95
bert文本分类,albert,keras_bert,bert4keras,kashgari,fas + uwsgi + keras部署模型,时间实体识别,tfidf关键词抽取,tfidf文本相似度,用户情感分析
Chinesewordvectors
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93
搜集、整理、发布 预训练 中文 词向量/字向量,与 有志之士 共同 促进 中文 自然语言处理 的 发展。
Aspect Based Sentiment Analysis
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88
Aspect Based Sentiment Analysis
Tgcontest
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87
Telegram Data Clustering contest solution by Mindful Squirrel
Goclassy
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83
An asynchronous concurrent pipeline for classifying Common Crawl based on fastText's pipeline.
Nlpbuddy
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82
A text analysis application for performing common NLP tasks through a web dashboard interface and an API
Tagan
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79
An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
Embeddings.jl
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76
Functions and data dependencies for loading various word embeddings (Word2Vec, FastText, GLoVE)
Cw2vec
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75
基于字符训练词向量
Finalfusion Rust
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74
finalfusion embeddings in Rust
2016ccf Sougou
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73
CCF2016 - TNT_000二等奖作品
Keras_generative_pg
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73
A Deep Generative Framework for Paraphrase Generation Implementaion
Metavec
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72
A monolingual and cross-lingual meta-embedding generation and evaluation framework
Half Size
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72
Effective Dimensionality Reduction for Word Embeddings.
Toxic Comment Classification
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72
Code and write-up for the Kaggle Toxic Comment Classification Challenge
Dstc8 Meta Dialog
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72
Baseline implementation for DSTC8 User Response Prediction Challenge
Fasttext Docker
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67
Dockerfiles for fastText
Fasttext4j
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65
Facebook's FastText for Java
Machinelearning
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64
some real example of machine learn algorithm
Clinspell
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63
Clinical spelling correction with word and character n-gram embeddings.
Ner_with_dependency
⭐
63
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