selous123/al_sid

Differentiable Semantic ID for Generative Recommendation

GenRec: Generative Recommender Systems with RQ-VAE semantic IDs, Transformer-based retrieval, and LLM integration. Built on PyTorch with distributed training support.

Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

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

Updating curated list of research advancements on item identification and item tokenization in generative recommender systems. The survey is titled "A Survey of Item Identifiers in Generative Recommendation: Construction, Alignment, and Generation"

CodeRAG-Bench: Can Retrieval Augment Code Generation?

Minimal reproduction of OneRec

Noah Research

Awesome Generative Recommendation papers primarily focused on industry-level applications.