NH Baseline Paper Set

Source Summary

This source records an external local paper collection under the NH baseline folder of the Uncertainty-LLM4Rec project.

Minimal Metadata

• path: D:\Research\Uncertainty-LLM4Rec\Paper\BASELINE\NH
• file count: 22
• PDF count: 21
• subdirectory count: 0

Observed Coverage

From the filenames, this collection appears to include papers on:

• sequential recommendation
• controllable recommendation
• multimodal personalization
• data correction and robustness for recommendation
• distillation from large language models into smaller models

Representative Titles

• SLMRec Distilling Large Language Models into Small for Sequential Recommendation
• Aligning Large Language Models for Controllable Recommendations
• Towards Unified Multi-Modal Personalization Large Vision-Language Models for Generative Recommendation and Beyond
• llm-esr large language models enhancement for long-tailed sequential recommendation

Notes

• Many files are venue or DOI-style filenames rather than human-readable titles.
• The exact meaning of NH is not yet documented in the wiki.
• This folder is likely best treated as a baseline subset within a broader recommendation research workflow.

Related Pages

• llm-based-recommendation
• 2026-04-21-llm-rec-research-map