162 Open source projects that are alternatives of or similar to compress-fasttext

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

A fast, efficient universal vector embedding utility package.

FastText for Node.js

Exploring the simple sentence similarity measurements using word embeddings

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

R wrapper for fastText

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

Topic Modelling for Humans

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.

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Java interface for fastText

A pipeline for training word embeddings using word2vec on wikipedia corpus.

A GitHub Action to suggest related or similar issues, documents, and links. Based on the power of NLP and fastText.

Word Embeddings for Information Retrieval

Text preprocessing, representation and visualization from zero to hero.

Word2VecfJava: Java implementation of Dependency-Based Word Embeddings and extensions

基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

Arabic Word Embeddings Word2vec

Code for Supervised Word Mover's Distance (SWMD)

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

A curated list of pretrained sentence and word embedding models

A word2vec negative sampling implementation with correct CBOW update.

An evaluation of word-embeddings for classification

Generating multiple choice questions from text using Machine Learning.

Danish Semantic analysis

[NeurIPS 2019] Spherical Text Embedding

Serve your fastText models for text classification and word vectors

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

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

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

SImple SenTence EmbeddeR

Remove problematic gender bias from word embeddings.

A data set and model for german sentiment classification.

A two-stream convolutional neural network for learning abitrary similarity functions over two sets of training data

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

PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.

Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

fastText model serving service

A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)

Text to abstract art generation for the holidays!

Serverless hashtag recommendations using fastText and Python with AWS Lambda

NLP tutorial

Beautiful visualizations of how language differs among document types.

dna2vec: Consistent vector representations of variable-length k-mers

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Benchmarks for intrinsic word embeddings evaluation.

Named-Entity Recognition in Persian Language

Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

Kadot, the unsupervised natural language processing library.

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

🕷️ The pipeline for the OSCAR corpus

JavaScript implementation of the FastText prediction algorithm

Python Framework for Extractive Text Summarization

Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings