Title
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation J. Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 14 0 0 12 May 2025
Prompt-Based LLMs for Position Bias-Aware Reranking in Personalized Recommendations Md Aminul Islam Ahmed Sayeed Faruk 31 0 0 08 May 2025
QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort Sriram Gopalakrishnan Sunandita Patra 16 0 0 07 May 2025
Predicting Movie Hits Before They Happen with LLMs Shaghayegh Agah Yejin Kim Neeraj Sharma Mayur Nankani Kevin Foley H. H. Huang Sardar Hamidian 22 0 0 05 May 2025
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS Junlin Wang Roy Xie Shang Zhu Jue Wang Ben Athiwaratkun Bhuwan Dhingra S. Song Ce Zhang James Y. Zou ALM 24 0 0 05 May 2025
Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models Bang Zhang Ruotian Ma Qingxuan Jiang Peisong Wang Jiaqi Chen ... Fanghua Ye Jian Li Yifan Yang Zhaopeng Tu Xiaolong Li LLMAG ELM ALM 86 25 1 01 May 2025
Generative Product Recommendations for Implicit Superlative Queries Kaustubh D. Dhole Nikhita Vedula Saar Kuzi Giuseppe Castellucci Eugene Agichtein S. Malmasi 44 0 0 26 Apr 2025
Don't Retrieve, Generate: Prompting LLMs for Synthetic Training Data in Dense Retrieval Aarush Sinha RALM 73 0 0 20 Apr 2025
Benchmarking LLM-based Relevance Judgment Methods Negar Arabzadeh Charles L. A. Clarke 31 0 0 17 Apr 2025
Optimizing Compound Retrieval Systems Harrie Oosterhuis R. Jagerman Zhen Qin Xuanhui Wang 31 0 0 16 Apr 2025
Augmented Relevance Datasets with Fine-Tuned Small LLMs Quentin Fitte-Rey Matyas Amrouche Romain Deveaud 24 0 0 14 Apr 2025
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective Qi Liu Jiaxin Mao Ji-Rong Wen LRM 19 0 0 10 Apr 2025
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking Qi Liu Haozhe Duan Yiqun Chen Quanfeng Lu Weiwei Sun Jiaxin Mao 27 0 0 10 Apr 2025
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion Jakub Podolak Leon Peric Mina Janicijevic Roxana Petcu 18 0 0 09 Apr 2025
HypoEval: Hypothesis-Guided Evaluation for Natural Language Generation Mingxuan Li Hanchen Li Chenhao Tan ALM ELM 39 0 0 09 Apr 2025
Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring Yida Cai Kun Liang Sanwoo Lee Qinghan Wang Yunfang Wu ALM 54 1 0 08 Apr 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents Wenhan Liu Xinyu Ma Y. X. Zhu Lixin Su S. Wang Dawei Yin Zhicheng Dou ALM 34 0 0 30 Mar 2025
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities Md Shahir Zaoad Niamat Zawad Priyanka Ranade Richard Krogman Latifur Khan James Holt 48 0 0 19 Mar 2025
Towards AI-assisted Academic Writing Daniel J. Liebling Malcolm Kane Madeleine Grunde-Mclaughlin Ian J. Lang Subhashini Venugopalan Michael P. Brenner 51 0 0 17 Mar 2025
Improving LLM-as-a-Judge Inference with the Judgment Distribution Victor Wang Michael J.Q. Zhang Eunsol Choi 49 0 0 04 Mar 2025
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 63 0 0 04 Mar 2025
Better Benchmarking LLMs for Zero-Shot Dependency Parsing Ana Ezquerro Carlos Gómez-Rodríguez David Vilares 51 0 0 28 Feb 2025
Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data Augmentation Manveer Singh Tamber Suleman Kazi Vivek Sourabh Jimmy J. Lin 54 1 0 27 Feb 2025
C3AI: Crafting and Evaluating Constitutions for Constitutional AI Yara Kyrychenko Ke Zhou Edyta Bogucka Daniele Quercia ELM 37 2 0 21 Feb 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 46 2 0 21 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 74 1 0 21 Feb 2025
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths B. Chen Zirui Guo Zidan Yang Y. Chen Junze Chen Zhenghao Liu C. Shi Cheng Yang 33 2 0 18 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... K. Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 99 2 0 02 Feb 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 26 2 0 28 Jan 2025
LiPO: Listwise Preference Optimization through Learning-to-Rank Tianqi Liu Zhen Qin Junru Wu Jiaming Shen Misha Khalman ... Mohammad Saleh Simon Baumgartner Jialu Liu Peter J. Liu Xuanhui Wang 130 47 0 28 Jan 2025
Patent Figure Classification using Large Vision-language Models Sushil Awale Eric Müller-Budack Ralph Ewerth 26 0 0 22 Jan 2025
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators Yinhong Liu Han Zhou Zhijiang Guo Ehsan Shareghi Ivan Vulić Anna Korhonen Nigel Collier ALM 117 64 0 20 Jan 2025
Guiding Retrieval using LLM-based Listwise Rankers Mandeep Rathee Sean MacAvaney Avishek Anand KELM LRM 62 4 0 17 Jan 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 68 19 0 17 Jan 2025
ListConRanker: A Contrastive Text Reranker with Listwise Encoding Junlong Liu Yue Ma Ruihui Zhao Junhao Zheng Qianli Ma Yangyang Kang 33 0 0 13 Jan 2025
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Tarun Suresh R. Reddy Yifei Xu Zach Nussbaum Andriy Mulyar Brandon Duderstadt Heng Ji 83 3 0 01 Dec 2024
Inference Scaling fLaws: The Limits of LLM Resampling with Imperfect Verifiers Benedikt Stroebl Sayash Kapoor Arvind Narayanan LRM 82 6 0 26 Nov 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 104 61 0 25 Nov 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu X. Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 79 0 0 19 Nov 2024
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help? Rikiya Takehi E. Voorhees Tetsuya Sakai I. Soboroff 112 2 0 11 Nov 2024
Self-Calibrated Listwise Reranking with Large Language Models Ruiyang Ren Yuhao Wang K. Zhou Wayne Xin Zhao W. Wang Jing Liu Ji-Rong Wen Tat-Seng Chua LRM KELM 26 0 0 07 Nov 2024
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking Dezhi Ye Junwei Hu Jiabin Fan Bowen Tian Jie Liu Haijin Liang Jin Ma 36 0 0 07 Nov 2024
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Z. Wang Haitao Yuan Wei Dong Gao Cong Feifei Li 3DV 36 1 0 01 Nov 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee J. Han Hwanjo Yu 24 3 0 25 Oct 2024
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation Guanting Dong Xiaoshuai Song Y. X. Zhu Runqi Qiao Zhicheng Dou Ji-Rong Wen 3DV 37 4 0 12 Oct 2024
Measuring the Inconsistency of Large Language Models in Preferential Ranking Xiutian Zhao Ke Wang Wei Peng 20 4 0 11 Oct 2024
RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine Nayoung Choi Youngjune Lee Gyu-Hwung Cho Haeyu Jeong Jungmin Kong ... S. Cho Inchang Jeong Gyohee Nam Sunghoon Han Wonil Yang RALM 22 3 0 08 Oct 2024
Rationale-Aware Answer Verification by Pairwise Self-Evaluation Akira Kawabata Saku Sugawara LRM 18 2 0 07 Oct 2024
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation Yuelyu Ji Zhuochun Li Rui Meng Daqing He LRM 19 3 0 07 Oct 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia Tomás Feith Akhil Arora Martin Gerlach Debjit Paul Robert West KELM 20 0 0 05 Oct 2024