BERT-flow
Sentence embedder
A TensorFlow implementation of sentence embedding from pre-trained language models
TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)
529 stars
4 watching
67 forks
Language: Python
last commit: over 3 years ago Related projects:
Repository | Description | Stars |
---|---|---|
binwang28/sbert-wk-sentence-embedding | A method to generate sentence embeddings from pre-trained language models | 177 |
xiaoqijiao/coling2018 | Provides training and testing code for a CNN-based sentence embedding model | 2 |
lajanugen/s2v | An implementation of a neural network model for learning efficient sentence representations from text data. | 205 |
iarroyof/sentence_embedding | A method to convert word embeddings into sentence representations by applying entropy weights calculated from TFIDF transform. | 9 |
dinghanshen/swem | A software project that implements word embedding-based models for text classification tasks and provides pre-trained embeddings and evaluation scripts. | 284 |
tensorflow/text | Preprocessing and processing tools for text data in machine learning models | 1,233 |
voidism/diffcse | An unsupervised contrastive learning framework for learning sentence embeddings sensitive to differences between original and edited sentences. | 291 |
fursovia/geometric_embedding | An implementation of a non-parameterized approach for building sentence representations | 19 |
vzhong/embeddings | Provides fast and efficient word embeddings for natural language processing. | 223 |
epfml/sent2vec | An unsupervised technique to generate numerical representations of sentences and words for use in machine learning tasks | 1,193 |
nlprinceton/text_embedding | A utility class for generating and evaluating document representations using word embeddings. | 54 |
oborchers/fast_sentence_embeddings | A Python library for efficiently computing sentence embeddings from large datasets | 618 |
dfki-interactive-machine-learning/arasif | Provides sentence embeddings for Arabic languages using pre-trained word embeddings and Smooth Inverse Frequency algorithm | 5 |
princetonml/sif | A Python implementation of a sentence embedding algorithm using the Smooth Inverse Frequency weighting scheme | 1,083 |
hellochick/pspnet-tensorflow | A TensorFlow-based implementation of a semantic segmentation network for image classification tasks | 326 |