Large Language Model Reranking

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3 papers in the last four weeks, down 25% on the four weeks before. 0.0% of all new papers.

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  1. Rethinking Personalized Generation: Test-Time Alignment via Factorized Ranking Models

    Sep 28, 2026Qiyao Ma, Junshan Zhang, Zhe ZhaoLarge Language Model PersonalizationLarge Language Model Reranking

    University of California, Davis

  2. OntologyAligner: Ontology-Aligned Retrieval and Hierarchy-Guided Large Language Model Reranking for Biomedical Ontology Normalization

    Sep 9, 2026Jie Song, Zhichuan Xu, Ziyu Lu +8Medical OntologyOntology

    Department of Dermatovenereology and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu 610212, China · College of Health and Intelligent Engineering, Chengdu Medical College, Chengdu, Sichuan 610500, China

  3. VerTox: Verifiable Reward-Guided Corpus Poisoning Against Neural Ranking Models

    Sep 1, 2026Zhiqi Huang, Vivek Datla, Zhichao Xu +3PoisoningLarge Language Model Reranking

    Capital One · University of Utah · Snowflake Inc.

  4. From Saliency to Discriminability: Rank-Preserving Visual Token Pruning for VLM Rerankers

    Sep 1, 2026Siyi Liu, Hanjun Yang, Chenchen Zhang +7Visual Token PruningLarge Language Model Reranking

    1The Hong Kong University of Science and Technology (Guangzhou) · 2Tencent Yuanbao · 3ARC Lab, Tencent

  5. When Do Anchor-Based Pointwise LLM Rerankers Help? Retriever Quality, Statistical Scope, and Anchor Design

    Aug 11, 2026Utshab Kumar Ghosh, Shubham ChatterjeeLarge Language Model RerankingStatistical Inference

    Missouri University of Science and Technology Rolla, MO, USA

  6. TSPORec: Token Selection via Preference Optimization for LLM-Based Sequential Recommendation

    Aug 10, 2026Wenqiao Zhu, Chao Xu, Haipang Wu +1Multimodal Recommendation ModelRecommendation Quality

  7. DS@GT-ARC at eRisk 2026 Task 3: Sparse, Semantic, and LLM Reranking for ADHD Symptom Sentences

    Aug 4, 2026David GuechaLarge Language Model RerankingAutism Spectrum Disorder

    Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332

  8. X-KGRank: A Knowledge Graph RAG Framework for Explainable Recommendations via Pattern Mining and LLM Re-Ranking

    Aug 3, 2026Meenakshi Rajpurohit, Jainish PatelCollaborative FilteringLarge Language Model Reranking

    Dept. of Computer Engineering San Jose State University San Jose, CA, USA

  9. Tevatron Meets Megatron: Expert-Parallel LLM Reranker Training on an Academic Budget

    Aug 2, 2026Zhichao Xu, Xueguang Ma, Shengyao Zhuang +5Large Language Model RerankingCross-Encoder Reranking

    University of Utah · University of Waterloo · The University of Queensland +2

  10. Hierarchical Latent Reasoning for LLM-based Recommendation

    Jul 30, 2026Peiyu Hu, Siying Gu, Weihai Lu +8RecommendationPreference Alignment Learning

    1Xi’an Jiaotong-Liverpool University · 2Xiaohongshu · 3Peking University +1

  11. MARS: Multi-Agent Re-ranking for Repeat-Order Food Delivery Recommendation

    Jul 28, 2026Jiahao Tian, Zhenkai WangRecommendationLarge Language Model Reranking

    The University of Texas at Austin Austin, Texas, USA

  12. Ranked by Position: Order Sensitivity as an Exploitable Attack Surface in LLM Listwise Recommenders

    Jul 26, 2026Ge Zhang, Jingru Cheng, Huiyuan ChenLarge Language Model RerankingOrder Matters

    Stanford University · Independent Researcher

  13. REPREC: Representation Driven Parameter-Efficient Recommendation System

    Jul 24, 2026Harshini Kavuru, Dwipam Katariya, Giri Iyengar +3Multimodal Recommendation ModelSequential Recommendation

    The Ohio State University, USA · Capital One, AI Foundations, USA

  14. MMRM: A Multiplex Multimodal Representation Model for Product Ranking in E-commerce Search

    Jul 13, 2026Zhen-Lin Chen, Maosen Sheng, Peng Lin +4Multimodal Recommendation ModelMultimodal Representations

    JD.COM Beijing, China

  15. LBR: Towards Mitigating Length Bias in Large Language Models for Recommendation

    Jul 5, 2026Hongchen Li, Bohao Wang, Jingbang Chen +5RecommendationLarge Language Model Bias

    State Key Laboratory of Blockchain and Data Security, Zhejiang University. · College of Computer Science and Technology, Zhejiang University. · Zhejiang University Hangzhou, Zhejiang, China +3

  16. Diffusion-GR2: Diffusion Generative Reasoning Re-ranker

    Jul 1, 2026Zhuoxuan Zhang, Kangqi Ni, Yuhang Chen +12Large Language Model RerankingCross-Encoder Reranking

    Yang · 2UNC Chapel Hill · 1Meta AI

  17. Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification

    Jun 22, 2026Qian Ma, Qiong Wu, Zhengyi Zhou +1Knowledge-Based Visual Question AnsweringLarge Language Model Reranking

    Rensselaer Polytechnic Institute · AT&T Chief Data Office

  18. Multimodal LLM-Empowered Re-Ranking for Generalizable Person Re-Identification

    Jun 15, 2026Jiachen Li, Xiaojin GongRe-IdentificationLarge Language Model Reranking

    College of Information Science and Electronic Engineering Zhejiang University

  19. Overview of the EReL@MIR 2025 Multimodal Document Retrieval Challenge (Track 1)

    Jun 2, 2026Jingbiao MeiMultimodal RetrievalVisual Document Retrieval

    University of Cambridge · Cambridge, United Kingdom

  20. Can LLM Rerankers Predict Their Own Ranking Performance?

    Jun 2, 2026Shiyu Ni, Keping Bi, Jiafeng Guo +3Large Language Model RerankingCross-Encoder Reranking

    State Key Laboratory of AI Safety · Institute of Computing Technology, Chinese Academy of Sciences · University of Chinese Academy of Sciences

  21. LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems

    Jun 1, 2026Amir Ghasemian, Homa Hosseinmardi, Upasana Dutta +1Large Language Model RerankingLarge Language Model Personalization

    Department of Communication, University of California, Los Angeles, CA 90095 · Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA 19104 · Annenberg School of Communication, University of Pennsylvania, Philadelphia, PA 19104 +1

  22. L2Rec: Towards Dual-View Understanding of LLMs for Personalized Recommendation

    May 26, 2026Pingjun Pan, Tingting Zhou, Peiyao Lu +3Large Language Model PersonalizationRecommendation Quality

    Netease Cloud Music Hangzhou, China

  23. DeGRe: Dense-supervised Generative Reranking for Recommendation

    May 25, 2026Chaotian Song, Jingyao Zhang, Chenghao Chen +6Large Language Model RerankingCross-Encoder Reranking

    College of Software, Zhejiang University Hangzhou, China · Rajax Network Technology, Taobao Shangou of Alibaba Hangzhou, China · Rajax Network Technology, Taobao Shangou of Alibaba Beijing, China +1

  24. OSGNet with MLLM Reranking @ Ego4D Episodic Memory Challenge 2026

    May 20, 2026Yisen Feng, Leigang Qu, Haoyu Zhang +5Large Language Model RerankingVideo-Language Models

    Harbin Institute of Technology (Shenzhen) · National University of Singapore · Pengcheng Laboratory +2

  25. Very Efficient Listwise Multimodal Reranking for Long Documents

    May 12, 2026Yiqun Sun, Pengfei Wei, Lawrence B. HsiehLarge Language Model RerankingDocument

    Magellan Technology Research Institute (MTRI), Japan.

  26. ConFit v3: Improving Resume-Job Matching with LLM-based Re-Ranking

    May 10, 2026Xiao Yu, Ruize Xu, Chengyuan Xue +6JobsLarge Language Model Reranking

    Columbia University · New York, NY, USA · John Hopkins University +6

  27. One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation

    Apr 30, 2026Ethan Bito, Yongli Ren, Estrid HeLarge Language Model RerankingRecommendation

    RMIT University, Melbourne, Australia

  28. Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models

    Apr 27, 2026Yuxing Tian, Fengran Mo, Zhiqi Huang +2Large Language Model RerankingRelevance

    Université de Montréal · Capital One · McGill University & MILA

  29. SCURank: Ranking Multiple Candidate Summaries with Summary Content Units for Enhanced Summarization

    Apr 21, 2026Bo-Jyun Wang, Ying-Jia Lin, Hung-Yu KaoSummarizationLarge Language Model Reranking

    Department of Computer Science and Information Engineering, National Cheng Kung University · Department of Artificial Intelligence, Chang Gung University · Artificial Intelligence Research Center, Chang Gung University +1

  30. GraphLoRA: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation

    Apr 20, 2026Lin Mu, Guoji Wang, Li Ni +4Low-Rank Adaptation FrameworkLarge Language Model Reranking

    Anhui University · Hefei University · University of Science and Technology of China

  31. Diagnosing LLM Reranker Behavior Under Fixed Evidence Pools

    Feb 20, 2026Baris Arat, Emre SeferLarge Language Model RerankingAgent Behavior Modeling

    Ozyegin University Istanbul, Turkey

  32. Are LLMs Reliable Rankers? Rank Manipulation via Two-Stage Token Optimization

    Oct 8, 2025Tiancheng Xing, Jerry Li, Yixuan Du +1Large Language Model RerankingRanking

    National University of Singapore · University of Southern California · Georgetown University +1

  33. Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism

    Sep 14, 2024Jun Yin, Zhengxin Zeng, Mingzheng Li +11Multimodal Recommendation ModelSequential Recommendation

    Central South University Changsha, China · Microsoft AI Beijing, China · Microsoft Research Asia Beijing, China +1