Title
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 332 60 0 28 Jan 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 129 2 0 28 Jan 2025
Patent Figure Classification using Large Vision-language Models Sushil Awale Eric Müller-Budack Ralph Ewerth 64 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 214 83 0 20 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 185 18 0 17 Jan 2025
Guiding Retrieval using LLM-based Listwise Rankers Mandeep Rathee Sean MacAvaney Avishek Anand KELM LRM 157 6 0 17 Jan 2025
ListConRanker: A Contrastive Text Reranker with Listwise Encoding Junlong Liu Yue Ma Ruihui Zhao Junhao Zheng Qianli Ma Yangyang Kang 93 0 0 13 Jan 2025
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting Steven H. Wang Maksim Zubkov Kexin Fan Sarah Harrell Yuyang Sun Wei Chen Andreas Plesner Roger Wattenhofer AILaw 135 2 0 11 Jan 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Fajie Yuan Zhumin Chen D. Yin Zhaochun Ren RALM ALM ELM LRM LM&MA 236 315 0 31 Dec 2024
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 162 1 0 01 Dec 2024
Inference Scaling fLaws: The Limits of LLM Resampling with Imperfect Verifiers Benedikt Stroebl Sayash Kapoor Arvind Narayanan LRM 149 18 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 392 112 0 25 Nov 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu Xinyu Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 150 2 0 19 Nov 2024
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help? Rikiya Takehi E. Voorhees Tetsuya Sakai I. Soboroff 294 3 0 11 Nov 2024
Self-Calibrated Listwise Reranking with Large Language Models Ruiyang Ren Yuhao Wang K. Zhou Wayne Xin Zhao Wenjie Wang Jing Liu Ji-Rong Wen Tat-Seng Chua LRM KELM 79 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 99 1 0 07 Nov 2024
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Ziyi Wang Haitao Yuan Wei Dong Gao Cong Feifei Li 3DV 78 1 0 01 Nov 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee Jiawei Han Hwanjo Yu 63 8 0 25 Oct 2024
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation Guanting Dong Xiaoshuai Song Yinlin Zhu Runqi Qiao Zhicheng Dou Ji-Rong Wen 3DV 148 4 0 12 Oct 2024
Measuring the Inconsistency of Large Language Models in Preferential Ranking Xiutian Zhao Ke Wang Wei Peng 59 7 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 75 3 0 08 Oct 2024
Rationale-Aware Answer Verification by Pairwise Self-Evaluation Akira Kawabata Saku Sugawara LRM 119 5 0 07 Oct 2024
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation Yuelyu Ji Zhuochun Li Rui Meng Daqing He LRM 71 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 66 2 0 05 Oct 2024
One2set + Large Language Model: Best Partners for Keyphrase Generation Liangying Shao Liang Zhang Minlong Peng Guoqi Ma Hao Yue Mingming Sun Jinsong Su 100 1 0 04 Oct 2024
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models Yinhong Liu Zhijiang Guo Tianya Liang Ehsan Shareghi Ivan Vulić Nigel Collier 458 0 0 03 Oct 2024
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model Nilanjan Sinhababu Andrew Parry Debasis Ganguly D. Samanta Pabitra Mitra 106 4 0 26 Sep 2024
Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation Nithish Kannen Yao Ma Gerrit J. J. van den Burg Jean Baptiste Faddoul 122 1 0 26 Sep 2024
Finetuning LLMs for Comparative Assessment Tasks Vatsal Raina Adian Liusie Mark Gales 72 1 0 24 Sep 2024
Text2Traj2Text: Learning-by-Synthesis Framework for Contextual Captioning of Human Movement Trajectories Hikaru Asano Ryo Yonetani Taiki Sekii Hiroki Ouchi 102 0 0 19 Sep 2024
LAMPO: Large Language Models as Preference Machines for Few-shot Ordinal Classification Zhen Qin Junru Wu Jiaming Shen Tianqi Liu Xuanhui Wang 127 3 0 06 Aug 2024
Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation Jheng-Hong Yang Jimmy Lin VLM 81 3 0 02 Aug 2024
Comparing Complex Concepts with Transformers: Matching Patent Claims Against Natural Language Text Matthias Blume Ghobad Heidari Christoph Hewel AILaw 36 2 0 14 Jul 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation Taeho Hwang Soyeong Jeong Sukmin Cho SeungYoon Han Jong C. Park RALM 124 1 0 04 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Ming-Yu Liu Zihan Liu Wei Ping Jiaxuan You Chao Zhang Mohammad Shoeybi Bryan Catanzaro ALM RALM 130 74 0 02 Jul 2024
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I Harrie Oosterhuis R. Jagerman Zhen Qin Xuanhui Wang Michael Bendersky 85 5 0 02 Jul 2024
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models Baharan Nouriinanloo Maxime Lamothe 68 1 0 26 Jun 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 110 13 0 26 Jun 2024
Towards a Science Exocortex Kevin G. Yager 116 2 0 24 Jun 2024
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task Wenhan Liu Yutao Zhu Zhicheng Dou ALM RALM 83 10 0 24 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 140 4 0 21 Jun 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 128 9 0 20 Jun 2024
Persuasiveness of Generated Free-Text Rationales in Subjective Decisions: A Case Study on Pairwise Argument Ranking Mohamed S. Elaraby Diane Litman Xiang Lorraine Li Ahmed Magooda LRM 101 3 0 20 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 153 33 0 20 Jun 2024
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation Shuting Wang Xin Yu Mang Wang Weipeng Chen Yutao Zhu Zhicheng Dou RALM 105 9 0 18 Jun 2024
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments Han Zhou Xingchen Wan Yinhong Liu Nigel Collier Ivan Vulić Anna Korhonen ALM 79 12 0 17 Jun 2024
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy Yiqun Chen Qi Liu Yi Zhang Weiwei Sun Daiting Shi Jiaxin Mao D. Yin Jiaxin Mao Dawei Yin 151 12 0 17 Jun 2024
Multi-Agent Collaboration via Cross-Team Orchestration Zhuoyun Du Chen Qian Wei Liu Zihao Xie Yifei Wang ... Weize Chen Cheng Yang Ye Tian Xuantang Xiong Lei Han LLMAG 103 21 0 13 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 178 78 0 11 Jun 2024
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs Rongzhi Zhang Jiaming Shen Tianqi Liu Haorui Wang Zhen Qin Feng Han Jialu Liu Simon Baumgartner Michael Bendersky Chao Zhang 91 8 0 05 Jun 2024