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2403.05063
Cited By

Aligning Large Language Models for Controllable Recommendations

Aligning Large Language Models for Controllable Recommendations

Annual Meeting of the Association for Computational Linguistics (ACL), 2024

8 March 2024

Xing Xie

ArXiv (abs)PDF HTML

Papers citing "Aligning Large Language Models for Controllable Recommendations"

15 / 15 papers shown

CLLMRec: LLM-powered Cognitive-Aware Concept Recommendation via Semantic Alignment and Prerequisite Knowledge Distillation

CLLMRec: LLM-powered Cognitive-Aware Concept Recommendation via Semantic Alignment and Prerequisite Knowledge Distillation

440

0

0

21 Nov 2025

MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation

MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation

Hongguang Zhang

243

2

0

30 Sep 2025

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation

118

5

0

21 Aug 2025

Bidirectional Knowledge Distillation for Enhancing Sequential Recommendation with Large Language Models

Bidirectional Knowledge Distillation for Enhancing Sequential Recommendation with Large Language Models

Guangping Zhang

165

0

0

23 May 2025

Optimizing Recommendations using Fine-Tuned LLMs

Optimizing Recommendations using Fine-Tuned LLMsConference on Algebraic Informatics (AI), 2025

Prabhdeep Cheema

175

0

0

11 May 2025

Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View

Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View

Rui Mao

199

1

0

06 May 2025

Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration

Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration

364

0

0

16 Apr 2025

Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning

Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning

572

17

0

31 Mar 2025

Process-Supervised LLM Recommenders via Flow-guided Tuning

Process-Supervised LLM Recommenders via Flow-guided TuningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025

408

18

0

10 Mar 2025

Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer

Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer

Jiaju Chen

179

4

0

13 Jan 2025

Mitigating Propensity Bias of Large Language Models for Recommender Systems

Mitigating Propensity Bias of Large Language Models for Recommender Systems

Jiuyong Li

309

27

0

30 Sep 2024

A Survey of Controllable Learning: Methods and Applications in Information Retrieval

A Survey of Controllable Learning: Methods and Applications in Information Retrieval

Changshuo Zhang

581

15

0

04 Jul 2024

A Survey of Generative Search and Recommendation in the Era of Large
Language Models

A Survey of Generative Search and Recommendation in the Era of Large Language Models

Liang Pang

261

18

0

25 Apr 2024

RecAI: Leveraging Large Language Models for Next-Generation Recommender
Systems

RecAI: Leveraging Large Language Models for Next-Generation Recommender SystemsThe Web Conference (WWW), 2024

Xu Huang

Xing Xie

99

22

0

11 Mar 2024

A Survey on Large Language Models for Recommendation

A Survey on Large Language Models for RecommendationWorld wide web (Bussum) (WWWB), 2023

...

Hengshu Zhu

Qi Liu

Enhong Chen

664

663

0

31 May 2023

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