geometric_embedding
Sentence embedder
An implementation of a non-parameterized approach for building sentence representations
"Zero-Training Sentence Embedding via Orthogonal Basis" paper implementation
19 stars
5 watching
3 forks
Language: Python
last commit: almost 7 years ago
Linked from 1 awesome list
embeddingsnlp
separius/awesome-sentence-embeddingRelated projects:
| Repository | Description | Stars |
|---|---|---|
 iarroyof/sentence_embedding | A method to convert word embeddings into sentence representations by applying entropy weights calculated from TFIDF transform. | 9 |
 oborchers/fast_sentence_embeddings | A Python library for efficiently computing sentence embeddings from large datasets | 618 |
 vzhong/embeddings | Provides fast and efficient word embeddings for natural language processing. | 223 |
 rguthrie3/morphologicalpriorsforwordembeddings | A project implementing a method to incorporate morphological information into word embeddings using a neural network model | 52 |
 princetonml/sif | A Python implementation of a sentence embedding algorithm using the Smooth Inverse Frequency weighting scheme | 1,084 |
 wangyuxinwhy/uniem | Develops unified sentence embedding models for NLP tasks | 840 |
 hit-scir/elmoformanylangs | Provides pre-trained ELMo representations for multiple languages to improve NLP tasks. | 1,462 |
 hassygo/charngram2vec | A repository providing a re-implementation of character n-gram embeddings for pre-training in natural language processing tasks | 23 |
 voidism/diffcse | An unsupervised contrastive learning framework for learning sentence embeddings sensitive to differences between original and edited sentences. | 292 |
 plasticityai/magnitude | A fast and efficient utility package for utilizing vector embeddings in machine learning models | 1,635 |
 xgfs/verse | An open-source implementation of graph embedding from similarity measures | 129 |
 lajanugen/s2v | An implementation of a neural network model for learning efficient sentence representations from text data. | 205 |
 binwang28/sbert-wk-sentence-embedding | A method to generate sentence embeddings from pre-trained language models | 178 |
 jwieting/charagram | A tool for training and using character n-gram based word and sentence embeddings in natural language processing. | 125 |
 seomoz/word2gauss | This implementation provides a way to represent words as multivariate Gaussian distributions, allowing scalable word embeddings. | 190 |