Title
Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models Haonan Yin Shai Vardi Vidyanand Choudhary 31 0 0 17 Jun 2025
Precise Zero-Shot Pointwise Ranking with LLMs through Post-Aggregated Global Context Information Kehan Long Shasha Li Chen Xu Jintao Tang Ting Wang 111 0 0 12 Jun 2025
Leveraging LLMs to Evaluate Usefulness of Document Xingzhu Wang Erhan Zhang Yiqun Chen Jinghan Xuan Yucheng Hou Yitong Xu Ying Nie Shuaiqiang Wang Dawei Yin Jiaxin Mao 65 0 0 10 Jun 2025
Graph-based RAG Enhancement via Global Query Disambiguation and Dependency-Aware Reranking Ningyuan Li Junrui Liu Yi Shan Minghui Huang Tong Li 19 0 0 07 Jun 2025
On the Merits of LLM-Based Corpus Enrichment Gal Zur Tommy Mordo Moshe Tennenholtz Oren Kurland 62 0 0 06 Jun 2025
Knockout LLM Assessment: Using Large Language Models for Evaluations through Iterative Pairwise Comparisons Isik Baran Sandan Tu Anh Dinh Jan Niehues ELM 98 0 0 04 Jun 2025
K-order Ranking Preference Optimization for Large Language Models Shihao Cai Chongming Gao Yang Zhang Wentao Shi Jizhi Zhang Keqin Bao Qifan Wang Fuli Feng ALM 62 0 0 31 May 2025
Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching Juan Wisznia Cecilia Bolaños Juan Tollo Giovanni Franco Gabriel Marraffini Agustín Gianolini Noe Fabian Hsueh Luciano Del Corro 32 0 0 30 May 2025
mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation Chan-wei Hu Yueqi Wang Shuo Xing Chia-Ju Chen Zhengzhong Tu 3DV 34 1 0 29 May 2025
Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration Yilong Li Chen Qian Yu Xia Ruijie Shi Yufan Dang ... Ye Tian Xuantang Xiong Lei Han Zhiyuan Liu Maosong Sun LLMAG 76 0 0 29 May 2025
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries Sahana Ramnath Anurag Mudgil Brihi Joshi Skyler Hallinan Xiang Ren 52 0 0 26 May 2025
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning Le Zhang Bo Wang Xipeng Qiu Siva Reddy Aishwarya Agrawal LLMAG ReLM RALM LRM 73 0 0 26 May 2025
RankLLM: A Python Package for Reranking with LLMs Sahel Sharifymoghaddam Ronak Pradeep Andre Slavescu Ryan Nguyen Andrew Xu Zijian Chen Yilin Zhang Yidi Chen Jasper Xian Jimmy Lin KELM ALM LRM 38 1 0 25 May 2025
Likert or Not: LLM Absolute Relevance Judgments on Fine-Grained Ordinal Scales Charles Godfrey Ping Nie Natalia Ostapuk David Ken Shang Gao Souheil Inati LRM 45 0 0 25 May 2025
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking Soyoung Yoon Gyuwan Kim Gyu-Hwung Cho Seung-won Hwang BDL LRM 65 0 0 24 May 2025
Flex-Judge: Think Once, Judge Anywhere Jongwoo Ko S. Kim Sungwoo Cho Se-Young Yun ELM LRM 218 0 0 24 May 2025
NeoN: A Tool for Automated Detection, Linguistic and LLM-Driven Analysis of Neologisms in Polish Aleksandra Tomaszewska Dariusz Czerski Bartosz Żuk Maciej Ogrodniczuk 36 0 0 21 May 2025
Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge Yassir Fathullah Mark Gales ELM 81 0 0 21 May 2025
Rank-K: Test-Time Reasoning for Listwise Reranking Eugene Yang Andrew Yates Kathryn Ricci Orion Weller Vivek Chari Benjamin Van Durme Dawn J Lawrie LRM 69 2 0 20 May 2025
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search Songhao Wu Quan Tu Hong Liu Jia Xu Zhongyi Liu Guannan Zhang Ran Wang Xiuying Chen Rui Yan 178 5 0 20 May 2025
LLM-based Evaluation Policy Extraction for Ecological Modeling Qi Cheng Licheng Liu Qing Zhu Runlong Yu Zhenong Jin Yiqun Xie Xiaowei Jia 63 0 0 20 May 2025
LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models Takumi Shibata Yuichi Miyamura 127 0 0 13 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jimeng Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 81 0 0 12 May 2025
Prompt-Based LLMs for Position Bias-Aware Reranking in Personalized Recommendations Md Aminul Islam Ahmed Sayeed Faruk 152 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 59 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 55 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 Shuaiwen Leon Song Ce Zhang James Zou ALM 75 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 263 0 1 01 May 2025
Generative Product Recommendations for Implicit Superlative Queries Kaustubh D. Dhole Nikhita Vedula Saar Kuzi Giuseppe Castellucci Eugene Agichtein S. Malmasi 90 1 0 26 Apr 2025
Don't Retrieve, Generate: Prompting LLMs for Synthetic Training Data in Dense Retrieval Aarush Sinha RALM 108 0 0 20 Apr 2025
Benchmarking LLM-based Relevance Judgment Methods Negar Arabzadeh Charles L. A. Clarke 103 0 0 17 Apr 2025
Optimizing Compound Retrieval Systems Harrie Oosterhuis R. Jagerman Zhen Qin Xuanhui Wang 74 0 0 16 Apr 2025
Augmented Relevance Datasets with Fine-Tuned Small LLMs Quentin Fitte-Rey Matyas Amrouche Romain Deveaud 69 0 0 14 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 77 1 0 10 Apr 2025
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective Qi Liu Jiaxin Mao Ji-Rong Wen LRM 77 1 0 10 Apr 2025
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion Jakub Podolak Leon Peric Mina Janicijevic Roxana Petcu 71 1 0 09 Apr 2025
HypoEval: Hypothesis-Guided Evaluation for Natural Language Generation Mingxuan Li Hanchen Li Chenhao Tan ALM ELM 132 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 100 2 0 08 Apr 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents Wenhan Liu Xinyu Ma Yinlin Zhu Lixin Su Shuaiqiang Wang Dawei Yin Zhicheng Dou ALM 69 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 105 1 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 107 1 0 17 Mar 2025
Improving LLM-as-a-Judge Inference with the Judgment Distribution Victor Wang Michael J.Q. Zhang Eunsol Choi 114 4 0 04 Mar 2025
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 116 0 0 04 Mar 2025
Better Benchmarking LLMs for Zero-Shot Dependency Parsing Ana Ezquerro Carlos Gómez-Rodríguez David Vilares 103 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 117 2 0 27 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 195 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 362 1 0 21 Feb 2025
C3AI: Crafting and Evaluating Constitutions for Constitutional AI Yara Kyrychenko Ke Zhou Edyta Bogucka Daniele Quercia ELM 95 5 0 21 Feb 2025
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths B. Chen Zirui Guo Zidan Yang Yuxiao Chen Junze Chen Zhenghao Liu C. Shi Cheng Yang 106 4 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 ... Keqin Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 242 2 0 02 Feb 2025