Title
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Mengnan Du Shuaiqiang Wang Dawei Yin Sumi Helal 28 28 0 28 Jun 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 29 3 0 26 Jun 2024
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track Ronak Pradeep Nandan Thakur Sahel Sharifymoghaddam Eric Zhang Ryan Nguyen Daniel Campos Nick Craswell Jimmy Lin 35 5 0 24 Jun 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering Zhengliang Shi Shuo Zhang Weiwei Sun Shen Gao Pengjie Ren Zhumin Chen Zhaochun Ren RALM 25 28 0 21 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 44 3 0 21 Jun 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 29 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
CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework Shaohuang Wang Lun Wang Yunhan Bu Tianwei Huang 27 2 0 18 Jun 2024
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy Hengran Zhang Keping Bi Jiafeng Guo Xueqi Cheng 29 0 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 23 5 0 17 Jun 2024
Ranking Manipulation for Conversational Search Engines Samuel Pfrommer Yatong Bai Tanmay Gautam Somayeh Sojoudi SILM 28 4 0 05 Jun 2024
Large Language Models Make Sample-Efficient Recommender Systems Jianghao Lin Xinyi Dai Rong Shan Bo Chen Ruiming Tang Yong Yu Weinan Zhang 22 1 0 04 Jun 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation Kun Zhu Xiaocheng Feng Xiyuan Du Yuxuan Gu Weijiang Yu Haotian Wang Qianglong Chen Zheng Chu Jingchang Chen Bing Qin 31 4 0 03 Jun 2024
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking Yifan Zeng Ojas Tendolkar Raymond Baartmans Qingyun Wu Huazheng Wang Lizhong Chen 28 0 0 31 May 2024
Don't Forget to Connect! Improving RAG with Graph-based Reranking Jialin Dong Bahare Fatemi Bryan Perozzi Lin F. Yang Anton Tsitsulin 42 24 0 28 May 2024
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents Yue Chen Chen Huang Yang Deng Wenqiang Lei Dingnan Jin Jia-Wei Liu Tat-Seng Chua 29 2 0 20 May 2024
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues Diji Yang Jinmeng Rao Kezhen Chen Xiaoyuan Guo Yawen Zhang Jie Yang Yi Zhang LRM RALM 22 4 0 15 May 2024
Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation Yoori Oh Yoseob Han Kyogu Lee 27 1 0 01 May 2024
Ranked List Truncation for Large Language Model-based Re-Ranking Chuan Meng Negar Arabzadeh Arian Askari Mohammad Aliannejadi Maarten de Rijke LRM 24 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 38 7 0 25 Apr 2024
A Survey on the Real Power of ChatGPT Ming Liu Ran Liu Ye Zhu Hua Wang Youyang Qu Rongsheng Li Yongpan Sheng Wray L. Buntine 29 2 0 22 Apr 2024
Better Synthetic Data by Retrieving and Transforming Existing Datasets Saumya Gandhi Ritu Gala Vijay Viswanathan Tongshuang Wu Graham Neubig SyDa 34 13 0 22 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 61 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 29 22 0 17 Apr 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 21 8 0 09 Apr 2024
LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding Mingrui Wu Sheng Cao KELM RALM 30 1 0 08 Apr 2024
Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training Longhui Zhang Dingkun Long Meishan Zhang Yanzhao Zhang Pengjun Xie Min Zhang 30 3 0 08 Apr 2024
Multi-granular Adversarial Attacks against Black-box Neural Ranking Models Yuansan Liu Ruqing Zhang J. Guo Maarten de Rijke Yixing Fan Xueqi Cheng AAML 38 13 0 02 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
IDGenRec: LLM-RecSys Alignment with Textual ID Learning Juntao Tan Shuyuan Xu Wenyue Hua Yingqiang Ge Zelong Li Yongfeng Zhang 33 12 0 27 Mar 2024
Enhancing Legal Document Retrieval: A Multi-Phase Approach with Large Language Models Hai-Long Nguyen Duc-Minh Nguyen Tan-Minh Nguyen Ha-Thanh Nguyen Thi-Hai-Yen Vuong Ken Satoh AILaw RALM ELM 33 1 0 26 Mar 2024
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models Chao-Wei Huang Yun-Nung Chen LRM 34 0 0 25 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 26 5 0 19 Mar 2024
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification Ekaterina Fadeeva Aleksandr Rubashevskii Artem Shelmanov Sergey Petrakov Haonan Li ... Gleb Kuzmin Alexander Panchenko Timothy Baldwin Preslav Nakov Maxim Panov HILM 32 37 0 07 Mar 2024
Federated Recommendation via Hybrid Retrieval Augmented Generation Huimin Zeng Zhenrui Yue Qian Jiang Dong Wang FedML 44 6 0 07 Mar 2024
An Iterative Associative Memory Model for Empathetic Response Generation Zhou Yang Zhaochun Ren Yufeng Wang Chao Chen Haizhou Sun Xiaofei Zhu Xiangwen Liao 27 3 0 28 Feb 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering Yuhao Wang Ruiyang Ren Junyi Li Wayne Xin Zhao Jing Liu Ji-Rong Wen RALM 27 8 0 27 Feb 2024
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning Siyuan Guo Cheng Deng Ying Wen Hechang Chen Yi-Ju Chang Jun Wang ELM LM&Ro LLMAG AI4CE 32 15 0 27 Feb 2024
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models Yifu Gao Linbo Qiao Zhigang Kan Zhihua Wen Yongquan He Dongsheng Li 30 6 0 26 Feb 2024
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 32 1 0 25 Feb 2024
Assessing generalization capability of text ranking models in Polish Slawomir Dadas Malgorzata Grkebowiec 21 1 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 29 6 0 21 Feb 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Jundong Li Lu Cheng Huan Liu SyDa 31 44 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 Tianyi Zhou KELM VLM 23 94 0 20 Feb 2024
Enhancing Empathetic Response Generation by Augmenting LLMs with Small-scale Empathetic Models Zhou Yang Zhaochun Ren Yufeng Wang Shizhong Peng Haizhou Sun Xiaofei Zhu Xiangwen Liao 30 7 0 19 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 16 1 0 19 Feb 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy X. Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 26 11 0 18 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 17 4 0 17 Feb 2024