Title
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking Yifan Zeng Ojas Tendolkar Raymond Baartmans Qingyun Wu Huazheng Wang Lizhong Chen 84 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 84 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 104 10 0 27 May 2024
Atomic Self-Consistency for Better Long Form Generations Raghuveer Thirukovalluru Yukun Huang Bhuwan Dhingra 80 5 0 21 May 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG Vatsal Raina Mark Gales 76 14 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 91 132 0 13 May 2024
Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons Adian Liusie Vatsal Raina Yassir Fathullah Mark Gales 106 12 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 71 13 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 130 20 0 28 Apr 2024
A Survey of Generative Search and Recommendation in the Era of Large Language Models Chak Tou Leong Xinyu Lin Wenjie Wang Fuli Feng Liang Pang Wenjie Li Liqiang Nie Xiangnan He Tat-Seng Chua 3DV LRM 101 9 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 159 9 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 119 83 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 121 51 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 111 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 78 10 0 04 Apr 2024
PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison Yujin Baek Minseok Choi Dohyun Lee Jaegul Choo 89 8 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 136 12 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 107 29 0 31 Mar 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley Anton Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 152 61 0 31 Mar 2024
Multi-Conditional Ranking with Large Language Models Pouya Pezeshkpour Estevam R. Hruschka LRM 80 1 0 30 Mar 2024
Make Large Language Model a Better Ranker Wenshuo Chao Zhi Zheng Hengshu Zhu Hao Liu ALM 99 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 93 9 0 19 Mar 2024
Prediction-Powered Ranking of Large Language Models Ivi Chatzi Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez ALM 127 9 0 27 Feb 2024
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies Nitesh Kumar Usashi Chatterjee Steven Schockaert 74 1 0 23 Feb 2024
GenSERP: Large Language Models for Whole Page Presentation Zhenning Zhang Yunan Zhang Suyu Ge Guangwei Weng M. Narang Xia Song Saurabh Tiwary KELM 393 2 0 22 Feb 2024
BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives Xiaoyue Wang Jianyou Wang Weili Cao Kaicheng Wang R. Paturi Leon Bergen 110 7 0 21 Feb 2024
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment Vyas Raina Adian Liusie Mark Gales AAML ELM 101 63 0 21 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 175 135 0 20 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 117 1 0 19 Feb 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy Xiangji Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 102 39 0 18 Feb 2024
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models Muhammad Shihab Rashid Jannat Ara Meem Yue Dong Vagelis Hristidis LRM 88 1 0 16 Feb 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model Chen Ye Wei Xiong Yuheng Zhang Nan Jiang Tong Zhang OffRL 85 15 0 11 Feb 2024
Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector Haihui Yang Xiaojun Quan 3DV 112 3 0 07 Feb 2024
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search Shuai Wang Shengyao Zhuang Bevan Koopman Guido Zuccon 82 6 0 31 Jan 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning Yutao Zhu Peitian Zhang Chenghao Zhang Yifei Chen Binyu Xie Zheng Liu Ji-Rong Wen Zhicheng Dou 62 17 0 12 Jan 2024
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Haochen Li Xin Zhou Zhiqi Shen 73 13 0 09 Jan 2024
Experiential Co-Learning of Software-Developing Agents Cheng Qian Yufan Dang Jiahao Li Wei Liu Zihao Xie ... Cheng Yang Xin Cong Xiaoyin Che Zhiyuan Liu Maosong Sun LLMAG 114 47 0 28 Dec 2023
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages Mofetoluwa Adeyemi Akintunde Oladipo Ronak Pradeep Jimmy J. Lin 74 2 0 26 Dec 2023
Large Language Models are Not Stable Recommender Systems Tianhui Ma Yuan Cheng Hengshu Zhu Hui Xiong 72 15 0 25 Dec 2023
Context Tuning for Retrieval Augmented Generation R. Anantha Tharun Bethi Danil Vodianik Srinivas Chappidi 3DV RALM 64 8 0 09 Dec 2023
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models Xinyu Crystina Zhang Sebastian Hofstatter Patrick Lewis Raphael Tang Jimmy J. Lin LRM KELM ELM RALM ALM 86 8 0 05 Dec 2023
Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers? Minghan Li Honglei Zhuang Kai Hui Zhen Qin Jimmy Lin R. Jagerman Xuanhui Wang Michael Bendersky 91 15 0 15 Nov 2023
Predicting Text Preference Via Structured Comparative Reasoning Jing Nathan Yan Tianqi Liu Justin T Chiu Jiaming Shen Zhen Qin ... Charumathi Lakshmanan Y. Kurzion Alexander M. Rush Jialu Liu Michael Bendersky LRM 98 7 0 14 Nov 2023
It's All Relative! -- A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction Aditi Chaudhary K. Raman Michael Bendersky 141 8 0 14 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 93 31 0 14 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 113 7 0 13 Nov 2023
Hallucination-minimized Data-to-answer Framework for Financial Decision-makers Sohini Roychowdhury Andres Alvarez Brian Moore Marko Krema Maria Paz Gelpi ... Angel Rodriguez Jose Ramon Cabrejas Pablo Martinez Serrano Punit Agrawal Arijit Mukherjee 73 9 0 09 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Fröbe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 141 13 0 08 Nov 2023
Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers Weiwei Sun Zheng Chen Xinyu Ma Lingyong Yan Shuaiqiang Wang Fajie Yuan Zhumin Chen D. Yin Zhaochun Ren ALM 110 20 0 02 Nov 2023
Improving Interpersonal Communication by Simulating Audiences with Language Models Ryan Liu Howard Yen Raja Marjieh Thomas Griffiths Ranjay Krishna 45 12 0 01 Nov 2023