Title
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models Muhammad Shihab Rashid Jannat Ara Meem Yue Dong Vagelis Hristidis LRM 23 0 0 16 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 8 152 0 06 Feb 2024
Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies Zhixuan Chu Yan Wang Feng Zhu Lu Yu Longfei Li Jinjie Gu LLMAG 8 8 0 06 Feb 2024
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion Yanbin Wei Qiushi Huang James T. Kwok Yu Zhang 20 18 0 04 Feb 2024
LitLLM: A Toolkit for Scientific Literature Review Shubham Agarwal I. Laradji Laurent Charlin Christopher Pal Krishnamurthy DJ Dvijotham Jason Stanley Laurent Charlin Christopher Pal 28 20 0 02 Feb 2024
SelectLLM: Can LLMs Select Important Instructions to Annotate? Long Lei Jaehyung Kim Yueming Jin Dongyeop Kang SyDa 29 10 0 29 Jan 2024
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems Hongru Wang Wenyu Huang Yang Deng Rui Wang Zezhong Wang Yufei Wang Fei Mi Jeff Z. Pan Kam-Fai Wong RALM 26 25 0 24 Jan 2024
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements Jiahui Zhao Ziyi Meng Stepan Gordeev Zijie Pan Dongjin Song Sandro Steinbach Caiwen Ding 17 1 0 23 Jan 2024
Enhancing Recommendation Diversity by Re-ranking with Large Language Models Diego Carraro Derek Bridge LRM ALM 14 5 0 21 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 8 14 0 12 Jan 2024
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages Mofetoluwa Adeyemi Akintunde Oladipo Ronak Pradeep Jimmy J. Lin 16 0 0 26 Dec 2023
DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Tianshu Wang Hongyu Lin Hongyu Lin Le Sun Xiaoyang Chen Hao Wang Zhenyu Zeng 18 0 0 06 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 25 5 0 05 Dec 2023
E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation Xinhang Li Chong Chen Xiangyu Zhao Yong Zhang Chunxiao Xing 67 20 0 05 Dec 2023
What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations Raphael Tang Xinyu Crystina Zhang Jimmy J. Lin Ferhan Ture 11 5 0 30 Nov 2023
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification Yaxin Zhu Hamed Zamani 20 3 0 16 Nov 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Yixin Liu Alexander R. Fabbri Jiawen Chen Yilun Zhao Simeng Han Shafiq R. Joty Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 28 43 0 15 Nov 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 33 7 0 15 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 16 24 0 14 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 18 102 0 09 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 22 11 0 08 Nov 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Mayank Kothyari Dhruva Dhingra Sunita Sarawagi Soumen Chakrabarti 26 14 0 02 Nov 2023
LLMs may Dominate Information Access: Neural Retrievers are Biased Towards LLM-Generated Texts Sunhao Dai Yuqi Zhou Liang Pang Weihao Liu Xiaolin Hu Yong Liu Xiao Zhang Gang Wang Jun Xu 28 26 0 31 Oct 2023
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion Pengyue Jia Yiding Liu Xiangyu Zhao Xiaopeng Li Changying Hao Shuaiqiang Wang Dawei Yin 13 7 0 29 Oct 2023
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering Sukmin Cho Jeongyeon Seo Soyeong Jeong Jong C. Park RALM 10 2 0 26 Oct 2023
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking Zhenrui Yue Sara Rabhi G. D. S. P. Moreira Dong Wang Even Oldridge LRM 33 15 0 25 Oct 2023
Is ChatGPT a Good Multi-Party Conversation Solver? Chao-Hong Tan Jia-Chen Gu Zhen-Hua Ling 16 6 0 25 Oct 2023
Representation Learning with Large Language Models for Recommendation Xubin Ren Wei Wei Lianghao Xia Lixin Su Suqi Cheng Junfeng Wang Dawei Yin Chao Huang 23 87 0 24 Oct 2023
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval Marah Abdin Suriya Gunasekar Varun Chandrasekaran Jerry Li Mert Yuksekgonul Rahee Peshawaria Ranjita Naik Besmira Nushi 36 12 0 24 Oct 2023
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue Yuanxing Liu Wei-Nan Zhang Yifan Chen Yuchi Zhang Haopeng Bai Fan Feng Hengbin Cui Yongbin Li Wanxiang Che 18 9 0 23 Oct 2023
Large Search Model: Redefining Search Stack in the Era of LLMs Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei LRM KELM 12 12 0 23 Oct 2023
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher Xiang Shi Jiawei Liu Yinpeng Liu Qikai Cheng Wei Lu RALM HILM KELM 11 6 0 19 Oct 2023
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models Shengyao Zhuang Honglei Zhuang Bevan Koopman Guido Zuccon 12 21 0 14 Oct 2023
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models Raphael Tang Xinyu Crystina Zhang Xueguang Ma Jimmy Lin Ferhan Ture LRM 18 9 0 11 Oct 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT Lei Wang Songheng Zhang Yun Wang Ee-Peng Lim Yong Wang LRM 20 35 0 11 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence Zhihua Wen Zhiliang Tian Wei Wu Yuxin Yang Yanqi Shi Zhen Huang Dongsheng Li RALM 37 13 0 09 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 24 82 0 04 Oct 2023
Benchmarking Cognitive Biases in Large Language Models as Evaluators Ryan Koo Minhwa Lee Vipul Raheja Jong Inn Park Zae Myung Kim Dongyeop Kang ALM 22 71 0 29 Sep 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 9 36 0 26 Sep 2023
ChatGPT Hallucinates when Attributing Answers Guido Zuccon Bevan Koopman Razia Shaik RALM LRM HILM 35 10 0 17 Sep 2023
Can Large Language Models Understand Real-World Complex Instructions? Qi He Jie Zeng Wenhao Huang Lina Chen Jin Xiao ... Shisong Chen Yikai Zhang Zhouhong Gu Jiaqing Liang Yanghua Xiao ALM LRM ELM 79 50 0 17 Sep 2023
Zero-shot Audio Topic Reranking using Large Language Models Mengjie Qian Rao Ma Adian Liusie Erfan Loweimi Kate Knill Mark J. F. Gales 11 0 0 14 Sep 2023
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation Shuai Wang Harrisen Scells Martin Potthast Bevan Koopman Guido Zuccon 14 10 0 11 Sep 2023
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 Rui Mao Guanyi Chen Xulang Zhang Frank Guerin Erik Cambria ELM LM&MA 25 91 0 24 Aug 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 13 79 0 22 Aug 2023
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation Junru Lu Siyu An Mingbao Lin Gabriele Pergola Yulan He Di Yin Xing Sun Yunsheng Wu 31 31 0 16 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 27 8 0 14 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 32 258 0 14 Aug 2023
Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning Ze-jie Chen Wei-Neng Chen Jia Xu Zhongyi Liu Wei Zhang RALM 13 4 0 10 Aug 2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community Qingyao Ai Ting Bai Zhao Cao Yi-Ju Chang Jiawei Chen ... Peng-Zhen Zhang Fan Zhang Wei-na Zhang M. Zhang Xiaofei Zhu 28 49 0 19 Jul 2023