uniem
NLP embedders
Develops unified sentence embedding models for NLP tasks
unified embedding model
840 stars
8 watching
66 forks
Language: Python
last commit: about 2 years ago embeddingshuggingfacenlpsentence-embeddingssentence-transformers
Related projects:
| Repository | Description | Stars |
|---|---|---|
 vzhong/embeddings | Provides fast and efficient word embeddings for natural language processing. | 223 |
 xiaoqijiao/coling2018 | Provides training and testing code for a CNN-based sentence embedding model | 2 |
 oborchers/fast_sentence_embeddings | A Python library for efficiently computing sentence embeddings from large datasets | 618 |
 rguthrie3/morphologicalpriorsforwordembeddings | A project implementing a method to incorporate morphological information into word embeddings using a neural network model | 52 |
 zhangxiann/skip-gram | A Python implementation of a neural network model for learning word embeddings from text data | 6 |
 jwieting/iclr2016 | Code for training universal paraphrastic sentence embeddings and models on semantic similarity tasks | 193 |
 fursovia/geometric_embedding | An implementation of a non-parameterized approach for building sentence representations | 19 |
 zhezhaoa/ngram2vec | A toolkit for learning high-quality word and text representations from ngram co-occurrence statistics | 848 |
 chengyuegongr/frequency-agnostic | Improves word embeddings by training with adversarial objectives | 118 |
 hit-scir/elmoformanylangs | Provides pre-trained ELMo representations for multiple languages to improve NLP tasks. | 1,462 |
 01-ai/yi | A series of large language models trained from scratch to excel in multiple NLP tasks | 7,743 |
 princetonml/sif | A Python implementation of a sentence embedding algorithm using the Smooth Inverse Frequency weighting scheme | 1,084 |
 florianmai/word2mat | A framework for learning sentence embeddings from matrices | 21 |
 huggingface/hmtl | A neural network model for learning semantic representations from multiple natural language processing tasks | 1,191 |
| jwieting/acl2017 | A codebase for training and using models of sentence embeddings. | 33 |