{"total":309,"rows":[{"id":"2411.16594","title":"From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge","created":"2024-11-25","cited_by_count":494,"area":null},{"id":"2305.19860","title":"A Survey on Large Language Models for Recommendation","created":"2023-05-31","cited_by_count":379,"area":null},{"id":"2308.07107","title":"Large Language Models for Information Retrieval: A Survey","created":"2023-08-14","cited_by_count":331,"area":null},{"id":"2306.17563","title":"Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting","created":"2023-06-30","cited_by_count":307,"area":null},{"id":"2406.07791","title":"Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge","created":"2024-06-12","cited_by_count":269,"area":null},{"id":"2308.11483","title":"Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions","created":"2023-08-22","cited_by_count":263,"area":null},{"id":"2310.05492","title":"How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition","created":"2023-10-09","cited_by_count":223,"area":"lr"},{"id":"2404.18231","title":"From Persona to Personalization: A Survey on Role-Playing Language Agents","created":"2024-04-28","cited_by_count":212,"area":"agents"},{"id":"2406.01171","title":"Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization","created":"2024-06-03","cited_by_count":208,"area":null},{"id":"2307.02046","title":"Recommender Systems in the Era of Large Language Models (LLMs)","created":"2023-07-05","cited_by_count":189,"area":null},{"id":"2402.17152","title":"Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations","created":"2024-02-27","cited_by_count":188,"area":null},{"id":"2310.15950","title":"Representation Learning with Large Language Models for Recommendation","created":"2023-10-24","cited_by_count":155,"area":null},{"id":"2310.09751","title":"UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting","created":"2023-10-15","cited_by_count":144,"area":null},{"id":"2306.05817","title":"How Can Recommender Systems Benefit from Large Language Models: A Survey","created":"2023-06-09","cited_by_count":142,"area":null},{"id":"2308.14296","title":"RecMind: Large Language Model Powered Agent For Recommendation","created":"2023-08-28","cited_by_count":129,"area":"agents"},{"id":"2308.10053","title":"Large Language Models as Zero-Shot Conversational Recommenders","created":"2023-08-19","cited_by_count":127,"area":null},{"id":"2310.09233","title":"AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems","created":"2023-10-13","cited_by_count":116,"area":"agents"},{"id":"2404.11457","title":"Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era","created":"2024-04-17","cited_by_count":98,"area":null},{"id":"2307.16376","title":"When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities","created":"2023-07-31","cited_by_count":90,"area":null},{"id":"2308.11131","title":"ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation","created":"2023-08-22","cited_by_count":77,"area":null},{"id":"2309.01157","title":"Large Language Models for Generative Recommendation: A Survey and Visionary Discussions","created":"2023-09-03","cited_by_count":73,"area":null},{"id":"2406.11200","title":"AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning","created":"2024-06-17","cited_by_count":72,"area":"lr"},{"id":"2307.14225","title":"Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences","created":"2023-07-26","cited_by_count":66,"area":null},{"id":"2406.09215","title":"On Softmax Direct Preference Optimization for Recommendation","created":"2024-06-13","cited_by_count":64,"area":"alignment"},{"id":"2402.01788","title":"LitLLM: A Toolkit for Scientific Literature Review","created":"2024-02-02","cited_by_count":63,"area":null},{"id":"2406.02888","title":"HYDRA: Model Factorization Framework for Black-Box LLM Personalization","created":"2024-06-05","cited_by_count":60,"area":null},{"id":"2502.01951","title":"On the Emergence of Position Bias in Transformers","created":"2025-02-04","cited_by_count":59,"area":null},{"id":"2404.00579","title":"A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)","created":"2024-03-31","cited_by_count":58,"area":null},{"id":"2311.02089","title":"LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking","created":"2023-10-25","cited_by_count":53,"area":null},{"id":"2403.19021","title":"IDGenRec: LLM-RecSys Alignment with Textual ID Learning","created":"2024-03-27","cited_by_count":53,"area":null},{"id":"2502.10050","title":"A Survey on LLM-powered Agents for Recommender Systems","created":"2025-02-14","cited_by_count":50,"area":"agents"},{"id":"2405.18414","title":"Don't Forget to Connect! Improving RAG with Graph-based Reranking","created":"2024-05-28","cited_by_count":49,"area":"rag"},{"id":"2305.13112","title":"Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models","created":"2023-05-22","cited_by_count":48,"area":"lr"},{"id":"2403.09738","title":"Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation","created":"2024-03-13","cited_by_count":48,"area":null},{"id":"2402.08831","title":"eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data","created":"2024-02-13","cited_by_count":46,"area":null},{"id":"2307.05722","title":"Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations","created":"2023-07-10","cited_by_count":45,"area":null},{"id":"2309.15461","title":"ChatCounselor: A Large Language Models for Mental Health Support","created":"2023-09-27","cited_by_count":44,"area":null},{"id":"2307.09688","title":"Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation","created":"2023-07-19","cited_by_count":42,"area":null},{"id":"2306.05212","title":"RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit","created":"2023-06-08","cited_by_count":40,"area":"rag"},{"id":"2403.00863","title":"LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction","created":"2024-02-29","cited_by_count":39,"area":null},{"id":"2409.08069","title":"TravelAgent: An AI Assistant for Personalized Travel Planning","created":"2024-09-12","cited_by_count":39,"area":null},{"id":"2508.18076","title":"Neither Valid nor Reliable? Investigating the Use of LLMs as Judges","created":"2025-08-25","cited_by_count":39,"area":null},{"id":"2306.15766","title":"Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost","created":"2023-06-27","cited_by_count":33,"area":null},{"id":"2408.09698","title":"Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation","created":"2024-08-19","cited_by_count":33,"area":"mllm"},{"id":"2503.02398","title":"PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior Sequence","created":"2025-03-04","cited_by_count":33,"area":"agents"},{"id":"2503.24289","title":"Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning","created":"2025-03-31","cited_by_count":33,"area":null},{"id":"2504.12722","title":"SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation","created":"2025-04-17","cited_by_count":33,"area":null},{"id":"2408.10159","title":"Customizing Language Models with Instance-wise LoRA for Sequential Recommendation","created":"2024-08-19","cited_by_count":32,"area":"moe"},{"id":"2310.07712","title":"Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models","created":"2023-10-11","cited_by_count":31,"area":"lr"},{"id":"2312.07552","title":"Large Language Models for Intent-Driven Session Recommendations","created":"2023-12-07","cited_by_count":30,"area":null},{"id":"2402.17826","title":"Prediction-Powered Ranking of Large Language Models","created":"2024-02-27","cited_by_count":29,"area":null},{"id":"2401.10545","title":"Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency","created":"2024-01-19","cited_by_count":28,"area":null},{"id":"2406.14449","title":"APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking","created":"2024-06-20","cited_by_count":28,"area":null},{"id":"2312.11336","title":"DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation","created":"2023-12-18","cited_by_count":27,"area":"lr"},{"id":"2403.16416","title":"How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation","created":"2024-03-25","cited_by_count":27,"area":null},{"id":"2402.02803","title":"Large Language Model Distilling Medication Recommendation Model","created":"2024-02-05","cited_by_count":26,"area":null},{"id":"2403.04260","title":"Can Small Language Models be Good Reasoners for Sequential Recommendation?","created":"2024-03-07","cited_by_count":26,"area":"lr"},{"id":"2405.16089","title":"Towards Completeness-Oriented Tool Retrieval for Large Language Models","created":"2024-05-25","cited_by_count":26,"area":null},{"id":"2410.19744","title":"Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond","created":"2024-10-10","cited_by_count":26,"area":"lr"},{"id":"2402.00742","title":"Transforming and Combining Rewards for Aligning Large Language Models","created":"2024-02-01","cited_by_count":25,"area":"alignment"},{"id":"2311.01173","title":"CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL","created":"2023-11-02","cited_by_count":24,"area":null},{"id":"2402.09617","title":"LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations","created":"2024-02-14","cited_by_count":24,"area":null},{"id":"2405.02429","title":"CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation","created":"2024-05-03","cited_by_count":24,"area":null},{"id":"2502.13843","title":"AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations","created":"2025-02-19","cited_by_count":24,"area":"agents"},{"id":"2506.05725","title":"Large Language Models are Good Relational Learners","created":"2025-06-06","cited_by_count":24,"area":null},{"id":"2403.19216","title":"Are Large Language Models Good at Utility Judgments?","created":"2024-03-28","cited_by_count":22,"area":"rag"},{"id":"2310.06282","title":"MuseChat: A Conversational Music Recommendation System for Videos","created":"2023-10-10","cited_by_count":21,"area":null},{"id":"2405.03988","title":"LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application","created":"2024-05-07","cited_by_count":21,"area":null},{"id":"2309.03613","title":"Evaluating ChatGPT as a Recommender System: A Rigorous Approach","created":"2023-09-07","cited_by_count":20,"area":null},{"id":"2403.00781","title":"ChatDiet: Empowering Personalized Nutrition-Oriented Food Recommender Chatbots through an LLM-Augmented Framework","created":"2024-02-18","cited_by_count":20,"area":null},{"id":"2403.06465","title":"RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems","created":"2024-03-11","cited_by_count":20,"area":null},{"id":"2406.19097","title":"Fairness and Bias in Multimodal AI: A Survey","created":"2024-06-27","cited_by_count":20,"area":"mllm"},{"id":"2410.20745","title":"Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models","created":"2024-10-28","cited_by_count":20,"area":null},{"id":"2412.00323","title":"Cognitive Biases in Large Language Models: A Survey and Mitigation Experiments","created":"2024-11-30","cited_by_count":20,"area":null},{"id":"2311.01555","title":"Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers","created":"2023-11-02","cited_by_count":19,"area":null},{"id":"2401.11506","title":"Enhancing Recommendation Diversity by Re-ranking with Large Language Models","created":"2024-01-21","cited_by_count":19,"area":null},{"id":"2402.14836","title":"Stealthy Attack on Large Language Model based Recommendation","created":"2024-02-18","cited_by_count":19,"area":null},{"id":"2402.18240","title":"Prospect Personalized Recommendation on Large Language Model-based Agent Platform","created":"2024-02-28","cited_by_count":19,"area":"agents"},{"id":"2404.08677","title":"PMG : Personalized Multimodal Generation with Large Language Models","created":"2024-04-07","cited_by_count":19,"area":null},{"id":"2312.11518","title":"User Modeling in the Era of Large Language Models: Current Research and Future Directions","created":"2023-12-11","cited_by_count":18,"area":null},{"id":"2402.08670","title":"Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models","created":"2024-02-13","cited_by_count":18,"area":"mllm"},{"id":"2404.01012","title":"Query Performance Prediction using Relevance Judgments Generated by Large Language Models","created":"2024-04-01","cited_by_count":18,"area":null},{"id":"2407.05441","title":"Language Representations Can be What Recommenders Need: Findings and Potentials","created":"2024-07-07","cited_by_count":18,"area":null},{"id":"2412.09243","title":"SPRec: Self-Play to Debias LLM-based Recommendation","created":"2024-12-12","cited_by_count":18,"area":"synth"},{"id":"2502.13581","title":"ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation","created":"2025-02-19","cited_by_count":18,"area":null},{"id":"2404.01855","title":"Where to Move Next: Zero-shot Generalization of LLMs for Next POI Recommendation","created":"2024-04-02","cited_by_count":17,"area":null},{"id":"2408.03533","title":"Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation","created":"2024-08-07","cited_by_count":17,"area":"lr"},{"id":"2504.16420","title":"A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms","created":"2025-04-23","cited_by_count":17,"area":"agents"},{"id":"2311.10779","title":"Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations","created":"2023-11-16","cited_by_count":16,"area":null},{"id":"2403.03536","title":"Towards Efficient and Effective Unlearning of Large Language Models for Recommendation","created":"2024-03-06","cited_by_count":16,"area":"safety"},{"id":"2403.04256","title":"Federated Recommendation via Hybrid Retrieval Augmented Generation","created":"2024-03-07","cited_by_count":16,"area":"rag"},{"id":"2409.15915","title":"Planning in the Dark: LLM-Symbolic Planning Pipeline without Experts","created":"2024-09-24","cited_by_count":16,"area":null},{"id":"2306.17256","title":"Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations","created":"2023-06-29","cited_by_count":15,"area":null},{"id":"2405.16363","title":"LLMs for User Interest Exploration in Large-scale Recommendation Systems","created":"2024-05-25","cited_by_count":15,"area":null},{"id":"2406.14043","title":"Taxonomy-Guided Zero-Shot Recommendations with LLMs","created":"2024-06-20","cited_by_count":15,"area":null},{"id":"2411.13173","title":"Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems","created":"2024-11-20","cited_by_count":15,"area":null},{"id":"2306.12680","title":"Recent Developments in Recommender Systems: A Survey","created":"2023-06-22","cited_by_count":14,"area":null},{"id":"2307.02157","title":"Generative Job Recommendations with Large Language Model","created":"2023-07-05","cited_by_count":13,"area":null},{"id":"2308.12028","title":"LKPNR: LLM and KG for Personalized News Recommendation Framework","created":"2023-08-23","cited_by_count":13,"area":null},{"id":"2312.15746","title":"Large Language Models are Not Stable Recommender Systems","created":"2023-12-25","cited_by_count":13,"area":null}],"next_cursor":"100"}