llm-decoding

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EdoardoBotta / RecTokens

[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

js-lee-AI / AoR

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Accept or Repair: Preserving Passage-Supported Answers in Contrastive Decoding

question-answering hallucination training-free retrieval-augmented-generation contrastive-decoding knowledge-conflicts context-faithfulness llm-decoding

Updated Oct 21, 2026
Python

kei-saito-research / nrr-phi

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Reference implementation for "NRR-Phi: Text-to-State Mapping for Ambiguity Preservation in LLM Inference" (arXiv:2601.19933)

stateful-llm contextual-identity non-resolution-reasoning ambiguity-preserving-inference llm-decoding premature-commitment semantic-collapse defer-vs-commit llm-ambiguity text-to-state-mapping

Updated Jul 14, 2026
TeX

kei-saito-research / nrr-core

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Reference implementation for "NRR-Core: Non-Resolution Reasoning as a Computational Framework for Contextual Identity and Ambiguity Preservation" (arXiv:2512.13478)

stateful-llm contextual-identity non-resolution-reasoning ambiguity-preserving-inference llm-decoding premature-commitment semantic-collapse defer-vs-commit llm-ambiguity

Updated Jul 15, 2026
TeX

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