Recommendation


Recommendation is the task of providing personalized suggestions to users based on their preferences and behavior.

SCIRGC: Multi-Granularity Citation Recommendation and Citation Sentence Preference Alignment

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May 26, 2025
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LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach

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May 26, 2025
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Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems

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May 26, 2025
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Balancing Performance and Costs in Best Arm Identification

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May 26, 2025
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DualTalk: Dual-Speaker Interaction for 3D Talking Head Conversations

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May 26, 2025
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Fine-grained List-wise Alignment for Generative Medication Recommendation

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May 26, 2025
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Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression

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May 26, 2025
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Catoni-Style Change Point Detection for Regret Minimization in Non-Stationary Heavy-Tailed Bandits

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May 26, 2025
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AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems

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May 26, 2025
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Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs

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May 26, 2025
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