compact_reconstruction
Word embedding reconstructor
This project enables efficient reconstruction of word embeddings by leveraging subword representations.
This repository is about the paper 'Subword-based Compact Reconstruction of Word Embeddings. Sasaki et al. NAACL2019'
9 stars
0 watching
0 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list
separius/awesome-sentence-embeddingRelated projects:
| Repository | Description | Stars |
|---|---|---|
 malllabiisc/wordgcn | A deep learning model that generates word embeddings by predicting words based on their dependency context | 291 |
 hslcy/vcwe | This project provides code and corpora for creating word embeddings by considering the visual characteristics of words. | 15 |
 oborchers/fast_sentence_embeddings | A Python library for efficiently computing sentence embeddings from large datasets | 618 |
 botcenter/spanishwordembeddings | This project generates Spanish word embeddings using fastText on large corpora. | 9 |
 harsh19/spine | Transforms existing word embeddings into more interpretable ones by applying a novel extension of k-sparse autoencoder with stricter sparsity constraints | 52 |
 rguthrie3/morphologicalpriorsforwordembeddings | A project implementing a method to incorporate morphological information into word embeddings using a neural network model | 52 |
 vzhong/embeddings | Provides fast and efficient word embeddings for natural language processing. | 223 |
 binwang28/sbert-wk-sentence-embedding | A method to generate sentence embeddings from pre-trained language models | 178 |
 kudkudak/word-embeddings-benchmarks | Provides methods for evaluating word embeddings on various benchmarks | 437 |
 jwieting/paragram-word | Trains word embeddings from a paraphrase database to represent semantic relationships between words. | 30 |
 golnazghiasi/lrr | Code and models for reconstructing and refining images in semantic segmentation using Laplacian Pyramid techniques. | 59 |
 bigredt/vico | Multi-sense word embeddings learned from visual cooccurrences | 25 |
 cod3licious/conec | A library for training and evaluating a type of word embedding model that extends the original Word2Vec algorithm | 20 |
 giuseppemarra/char-word-embeddings | This repository provides an unsupervised approach to learning character-aware word and context embeddings. | 0 |
 nlprinceton/text_embedding | A utility class for generating and evaluating document representations using word embeddings. | 54 |