awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
https://github.com/Hironsan/awesome-embedding-models
Last synced: 3 days ago
JSON representation
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Papers
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Word Embeddings
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Phrase, Sentence and Document Embeddings
- 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
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Sense Embeddings
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Neural Language Models
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Researchers
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Neural Language Models
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Courses and Lectures
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Datasets
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Training
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Evaluation
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Pre-Trained Word Vectors
- FastText pretrained vectors for 157 languages
- FastText pretrained vector for Japanese with NEologd
- word vectors trained by GloVe
- Dependency-Based Word Embeddings
- Meta-Embeddings
- Wikipedia2Vec: pretrained word and entity embeddings for 12 languages
- Collobert et al. (2011)'s embeddings (CW+csmRNN)
- chakin
- Word2vec pretrained vectors for 30+ languages
- FastText pretrained vector for Japanese with NEologd
- Meta-Embeddings
- Lex-Vec
- BPEmb: subword embeddings for 275 languages
- word2vec-slim
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Pre-Trained Language Models
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Implementations and Tools
Programming Languages
Sub Categories
Keywords
natural-language-processing
3
fasttext
2
word-embeddings
2
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
adversarial-machine-learning
1
word2vec
1
vector
1
language
1
vqa
1
vqg
1
embeddings
1
multilingual
1
nlp
1
subword-embeddings
1
datasets
1
machine-learning
1
word-vectors
1
bionlp
1
mimic-iii
1
pubmed
1
sent2vec
1
sentence-embeddings
1
sentence-similarity
1