semantic-ids

Here are 7 public repositories matching this topic...

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 Aug 24, 2026
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 Jul 2, 2026
Python

NonameUntitled / tiger

Star

Unofficial implementation of paper "Recommender Systems with Generative Retrieval" (NeurIPS'23)

retrieval recommender recommendation-system vae generative retrieval-systems semantic-ids semantic-id

Updated Oct 17, 2025
Python

giacoballoccu / NanoTIGER

Star

The simplest, fastest repository for training/finetuning SemanticIDs for Sequential Recommendation.

recsys recommender-system semantic-ids

Updated Jun 17, 2026
Jupyter Notebook

EdoardoBotta / RecTokens

Star

[Pytorch] Efficient tokenization for recommendations and generative retrieval. Inspired by STATIC decoding from "Vectorizing the Trie"

retrieval recommender vae recommender-system kmeans language-model kmeans-clustering retrieval-systems vae-pytorch recommender-system-papers constrained-decoding llm llm-training generative-retrieval semantic-ids semantic-id rqvae llm-decoding rqkmeans

Updated Aug 24, 2026
Python

gabelev / generative-retrieval-csi

Star

Official code for "Generative Retrieval for Cover Song Identification via Audio-Derived Semantic IDs" (accepted at ICECCME 2026, IEEE)

music-information-retrieval cover-song-identification residual-quantization generative-retrieval semantic-ids

Updated Jul 29, 2026
TeX

SASRec с нуля на PyTorch (causal self-attention вручную) на Yandex Yambda. Аудио-эмбеддинги квантованы в semantic IDs через RQ-VAE: как замена item-эмбеддингов проигрывают, как дополнение дают +39% к NDCG@10 (0.575 vs 0.413). Ablation из шести моделей

pytorch transformer recommender-system yandex-music self-attention sequential-recommendation sasrec rq-vae generative-retrieval semantic-ids yandex-yambda

Updated Aug 17, 2026
Jupyter Notebook

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semantic-ids

Here are 7 public repositories matching this topic...

EdoardoBotta / RQ-VAE-Recommender

kidist-amde / ddro

NonameUntitled / tiger

giacoballoccu / NanoTIGER

EdoardoBotta / RecTokens

gabelev / generative-retrieval-csi

mmmaximov / sasrec-yambda

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