Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
https://github.com/Hironsan/awesome-embedding-models
- [Project Page - 1230)
- Skip-Thought Vectors
- A Simple but Tough-to-Beat Baseline for Sentence Embeddings
- An efficient framework for learning sentence representations
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
- Universal Sentence Encoder
- Distributed Representations of Sentences and Documents
- SENSEMBED: Learning Sense Embeddings for Word and Relational Similarity
- Multi-Prototype Vector-Space Models of Word Meaning
- Recurrent neural network based language model
- A Neural Probabilistic Language Model
- Linguistic Regularities in Continuous Space Word Representations
- Tomas Mikolov
- Yoshua Bengio
- Yoav Goldberg
- Omer Levy
- Kai Chen
- CS224d: Deep Learning for Natural Language Processing
- Udacity Deep Learning
- Wikipedia
- WestburyLab.wikicorp.201004
- SemEval-2012 Task 2
- WordSimilarity-353
- Stanford's Contextual Word Similarities (SCWS)
- Stanford Rare Word (RW) Similarity Dataset
- ELMo - of-the-art for every considered task.
- ELMo by AllenNLP
- ELMo by TensorFlow Hub
- sent2vec
- BioSentVec: sent2vec pretrained vector for biomedical text
- chakin
- Word2vec pretrained vector(English Only)
- Word2vec pretrained vectors for 30+ languages
- FastText pretrained vectors for 157 languages
- FastText pretrained vector for Japanese with NEologd
- word vectors trained by GloVe
- Dependency-Based Word Embeddings
- Meta-Embeddings
- Lex-Vec
- Huang et al. (2012)'s embeddings (HSMN+csmRNN)
- Collobert et al. (2011)'s embeddings (CW+csmRNN)
- BPEmb: subword embeddings for 275 languages
- Wikipedia2Vec: pretrained word and entity embeddings for 12 languages
- word2vec-slim
- BioWordVec: fastText pretrained vector for biomedical text
- Original
- gensim
- TensorFlow
- Original
- GloVe as an optimized TensorFlow GPU Layer using chakin
Programming Languages
Keywords
word-embeddings
3
natural-language-processing
3
fasttext
2
word2vec
2
language
1
word-vectors
1
machine-learning
1
datasets
1
vqg
1
vqa
1
sentiment-scores
1
sentiment-classification
1
sentiment-analysis
1
questions-generation
1
question-answering
1
paraphrase-identification
1
paraphrase-generation
1
deep-neural-networks
1
coling2018
1
answers
1
adversarial-networks
1
sentence-similarity
1
sentence-embeddings
1
sent2vec
1
pubmed
1
mimic-iii
1
bionlp
1
tensorflow-layers
1
tensorflow
1
neural-network
1
gpu-tensorflow
1
gpu-acceleration
1
gpu
1
glove-embeddings
1
glove
1
cosine-similarity
1
subword-embeddings
1
nlp
1
multilingual
1
embeddings
1
vector
1
adversarial-machine-learning
1