awesome-embedding-models
github.com/hironsan/awesome-embedding-models ↗A curated list of awesome embedding models tutorials, projects and communities.
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68
Curated Resources
5
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48 min ago
Last Refreshed
PapersResearchersCourses and LecturesDatasetsImplementations and Tools
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me phrase, sentence and document embeddings resources from awesome-embedding-models"
Installation instructions →What's inside
Papers
- An efficient framework for learning sentence representationsPhrase, Sentence and Document Embeddings
- A Neural Probabilistic Language ModelNeural Language Models
- A Simple but Tough-to-Beat Baseline for Sentence EmbeddingsPhrase, Sentence and Document Embeddings
- Distributed Representations of Sentences and DocumentsPhrase, Sentence and Document Embeddings
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task LearningPhrase, Sentence and Document Embeddings
- Linguistic Regularities in Continuous Space Word RepresentationsNeural Language Models
Datasets
- BioWordVec: fastText pretrained vector for biomedical textPre-Trained Word Vectors
- BPEmb: subword embeddings for 275 languagesPre-Trained Word Vectors
- chakinPre-Trained Word Vectors
- Collobert et al. (2011)'s embeddings (CW+csmRNN)Pre-Trained Word Vectors
- Dependency-Based Word EmbeddingsPre-Trained Word Vectors
- ELMo by AllenNLPPre-Trained Language Models
Courses and Lectures
Implementations and Tools
- gensimWord2vec
- GloVe as an optimized TensorFlow GPU Layer using chakinGloVe
- OriginalGloVe
- OriginalWord2vec
- TensorFlowWord2vec
Showing a sample of 68 resources. View the full list on GitHub →