Title
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia Tomás Feith Akhil Arora Martin Gerlach Debjit Paul Robert West KELM 23 0 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 31 0 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 64 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 23 3 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 19 0 0 26 Sep 2024
Finetuning LLMs for Comparative Assessment Tasks Vatsal Raina Adian Liusie Mark J. F. Gales 19 0 0 24 Sep 2024
Text2Traj2Text: Learning-by-Synthesis Framework for Contextual Captioning of Human Movement Trajectories Hikaru Asano Ryo Yonetani Taiki Sekii Hiroki Ouchi 57 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 43 3 0 06 Aug 2024
Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation Jheng-Hong Yang Jimmy Lin VLM 39 3 0 02 Aug 2024
Comparing Complex Concepts with Transformers: Matching Patent Claims Against Natural Language Text Matthias Blume Ghobad Heidari Christoph Hewel AILaw 19 0 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 22 1 0 04 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Wei Ping Zihan Liu Boxin Wang Jiaxuan You Chao Zhang M. Shoeybi Bryan Catanzaro ALM RALM 34 35 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 38 4 0 02 Jul 2024
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models Baharan Nouriinanloo Maxime Lamothe 27 0 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 42 3 0 26 Jun 2024
Towards a Science Exocortex Kevin G. Yager 66 0 0 24 Jun 2024
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task Wenhan Liu Yutao Zhu Zhicheng Dou ALM RALM 32 9 0 24 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 57 3 0 21 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 40 31 0 20 Jun 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 35 5 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 18 2 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 27 6 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 21 9 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 Dawei Yin Jiaxin Mao Dawei Yin 33 5 0 17 Jun 2024
Multi-Agent Software Development through Cross-Team Collaboration Zhuoyun Du Chen Qian Wei Liu Zihao Xie Yifei Wang Yufan Dang Weize Chen Cheng Yang LLMAG 30 16 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 54 42 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 29 6 0 05 Jun 2024
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking Yifan Zeng Ojas Tendolkar Raymond Baartmans Qingyun Wu Huazheng Wang Lizhong Chen 31 0 0 31 May 2024
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models Xuyang Wu Zhiyuan Peng Sravanthi Rajanala Hsin-Tai Wu Yi Fang LRM RALM 38 0 0 31 May 2024
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching Tianshu Wang Xiaoyang Chen Hongyu Lin Xuanang Chen Xianpei Han Hao Wang Zhenyu Zeng Le Sun 24 7 0 27 May 2024
Atomic Self-Consistency for Better Long Form Generations Raghuveer Thirukovalluru Yukun Huang Bhuwan Dhingra 30 4 0 21 May 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG Vatsal Raina Mark J. F. Gales 19 7 0 20 May 2024
RLHF Workflow: From Reward Modeling to Online RLHF Hanze Dong Wei Xiong Bo Pang Haoxiang Wang Han Zhao Yingbo Zhou Nan Jiang Doyen Sahoo Caiming Xiong Tong Zhang OffRL 21 92 0 13 May 2024
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons Adian Liusie Vatsal Raina Yassir Fathullah Mark J. F. Gales 30 8 0 09 May 2024
Iterative Experience Refinement of Software-Developing Agents Cheng Qian Jiahao Li Yufan Dang Wei Liu Yifei Wang ... Weize Chen Cheng Yang Yingli Zhang Zhiyuan Liu Maosong Sun LLMAG 23 12 0 07 May 2024
Ranked List Truncation for Large Language Model-based Re-Ranking Chuan Meng Negar Arabzadeh Arian Askari Mohammad Aliannejadi Maarten de Rijke LRM 30 5 0 28 Apr 2024
A Survey of Generative Search and Recommendation in the Era of Large Language Models Yongqi Li Xinyu Lin Wenjie Wang Fuli Feng Liang Pang Wenjie Li Liqiang Nie Xiangnan He Tat-Seng Chua 3DV LRM 46 7 0 25 Apr 2024
MCRanker: Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers Fang Guo Wenyu Li Honglei Zhuang Yun Luo Yafu Li Qi Zhu Le Yan Yue Zhang ALM 63 6 0 18 Apr 2024
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models Sunhao Dai Chen Xu Shicheng Xu Liang Pang Zhenhua Dong Jun Xu 37 60 0 17 Apr 2024
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs Jaehyung Kim Jaehyun Nam Sangwoo Mo Jongjin Park Sang-Woo Lee Minjoon Seo Jung-Woo Ha Jinwoo Shin AIFin RALM ELM 34 34 0 17 Apr 2024
Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models Zhiyuan Peng Xuyang Wu Qifan Wang Sravanthi Rajanala Yi Fang 32 4 0 06 Apr 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers Yuan Wang Xuyang Wu Hsin-Tai Wu Zhiqiang Tao Yi Fang ALM 23 7 0 04 Apr 2024
PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison chaeHun Park Minseok Choi Dohyun Lee Jaegul Choo 25 4 0 01 Apr 2024
Query Performance Prediction using Relevance Judgments Generated by Large Language Models Chuan Meng Negar Arabzadeh Arian Askari Mohammad Aliannejadi Maarten de Rijke LRM 19 11 0 01 Apr 2024
The Larger the Better? Improved LLM Code-Generation via Budget Reallocation Michael Hassid Tal Remez Jonas Gehring Roy Schwartz Yossi Adi 24 2 0 31 Mar 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley A. Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 26 30 0 31 Mar 2024
Multi-Conditional Ranking with Large Language Models Pouya Pezeshkpour Estevam R. Hruschka LRM 24 1 0 30 Mar 2024
Make Large Language Model a Better Ranker Wenshuo Chao Zhi Zheng Hengshu Zhu Hao Liu ALM 20 7 0 28 Mar 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners Chi Hu Yuan Ge Xiangnan Ma Hang Cao Qiang Li Yonghua Yang Tong Xiao Jingbo Zhu ReLM ELM LRM ALM 29 5 0 19 Mar 2024
Prediction-Powered Ranking of Large Language Models Ivi Chatzi Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez ALM 24 5 0 27 Feb 2024