Author

Eugene Yang

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Preprint Oct 2026

Adapting Generative Recommenders for Multi-Turn Interaction

Generative recommenders decode items from a user's interaction history, but offer no way for users to correct a recommendation that misses their current intent. Adding conversation is natural since items and words share same output space, yet training the model to converse may overwrite the history-to-item mapping it r...

Yuliia Den, Zhi Rui Tam, Yung-Yu Shih et al. · 0 citations

#artificial intelligence May 2026

ICICLE: Expanding Retrieval with In-Context Documents

This work revisits incremental GR as an in-context retrieval problem, where newly added documents are supplied as inference-time document-docid evidence and proposes ICICLE, an in-context indexing framework that performs source-aware docid generation over both parametric memory and context-provided document-docid pairs...

Yuliia Den, Yung-Yu Shih, Zhi Rui Tam et al. · arXiv.org · 0 citations