semantic-ids

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EdoardoBotta / RQ-VAE-Recommender

[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"

retrieval recommender recommendation-system vae recommender-system recommendation generative variational-autoencoder variational-autoencoders gumbel retrieval-systems recommendersystems generative-ai generative-retrieval semantic-ids semantic-id

Updated Mar 17, 2025
Python

kidist-amde / ddro

Star

We introduce the direct document relevance optimization (DDRO) for training a pairwise ranker model. DDRO encourages the model to focus on document-level relevance during generation

nlp information-retrieval retrieval rankings generative-model alignment generative nlp-machine-learning ir ranking-algorithm ranking-system dpo dense-retrieval generative-ai rlhf generative-retrieval semantic-ids semantic-id

Updated May 18, 2025
Python

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