Title
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies Nitesh Kumar Usashi Chatterjee Steven Schockaert 24 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 28 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 29 6 0 21 Feb 2024
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment Vyas Raina Adian Liusie Mark J. F. Gales AAML ELM 16 51 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 39 94 0 20 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 26 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 28 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 31 0 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 31 9 0 11 Feb 2024
Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector Haihui Yang Xiaojun Quan 3DV 13 2 0 07 Feb 2024
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search Shuai Wang Shengyao Zhuang Bevan Koopman Guido Zuccon 6 5 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 11 14 0 12 Jan 2024
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Haochen Li Xin Zhou Zhiqi Shen 24 9 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 8 21 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 27 0 0 26 Dec 2023
Large Language Models are Not Stable Recommender Systems Tianhui Ma Yuan Cheng Hengshu Zhu Hui Xiong 8 4 0 25 Dec 2023
Context Tuning for Retrieval Augmented Generation R. Anantha Tharun Bethi Danil Vodianik Srinivas Chappidi 3DV RALM 8 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 27 5 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 44 7 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 27 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 15 5 0 14 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 24 24 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 28 6 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 17 8 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 27 11 0 08 Nov 2023
Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers Weiwei Sun Zheng Chen Xinyu Ma Lingyong Yan Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Zhaochun Ren ALM 24 19 0 02 Nov 2023
Improving Interpersonal Communication by Simulating Audiences with Language Models Ryan Liu Howard Yen Raja Marjieh Thomas L. Griffiths Ranjay Krishna 10 11 0 01 Nov 2023
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models Shengyao Zhuang Honglei Zhuang Bevan Koopman Guido Zuccon 25 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 29 15 0 11 Oct 2023
Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization Zijun Liu Yanzhe Zhang Peng Li Yang Janet Liu Diyi Yang LLMAG 13 103 0 03 Oct 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 14 36 0 26 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 19 0 0 14 Sep 2023
Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion Enhancement Chenghao Li Dake Chen Yuke Zhang P. Beerel DiffM 25 7 0 13 Sep 2023
Unsupervised Contrast-Consistent Ranking with Language Models Niklas Stoehr Pengxiang Cheng Jing Wang Daniel Preotiuc-Pietro Rajarshi Bhowmik ALM 10 11 0 13 Sep 2023
Rational Decision-Making Agent with Internalized Utility Judgment Yining Ye Xin Cong Shizuo Tian Yujia Qin Chong Liu Yankai Lin Zhiyuan Liu Maosong Sun LLMAG 13 8 0 24 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 39 31 0 16 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 35 258 0 14 Aug 2023
Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models Zhiyuan Peng Xuyang Wu Qifan Wang Yihan Fang VLM RALM 38 11 0 17 Jul 2023
ChatDev: Communicative Agents for Software Development Cheng Qian Wei Liu Hongzhang Liu Nuo Chen Yufan Dang ... Xin Cong Juyuan Xu Dahai Li Zhiyuan Liu Maosong Sun LLMAG 19 147 0 16 Jul 2023
LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models Adian Liusie Potsawee Manakul Mark J. F. Gales ELM 11 15 0 15 Jul 2023
Domain-specific ChatBots for Science using Embeddings Kevin G. Yager 14 8 0 15 Jun 2023
A Survey on Large Language Models for Recommendation Likang Wu Zhilan Zheng Zhaopeng Qiu Hao Wang Hongchao Gu ... Chen Zhu Hengshu Zhu Qi Liu Hui Xiong Enhong Chen 32 358 0 31 May 2023
Zero-Shot Listwise Document Reranking with a Large Language Model Xueguang Ma Xinyu Crystina Zhang Ronak Pradeep Jimmy J. Lin 65 48 0 03 May 2023
Query2doc: Query Expansion with Large Language Models Liang Wang Nan Yang Furu Wei 81 96 0 14 Mar 2023
HYRR: Hybrid Infused Reranking for Passage Retrieval Jing Lu Keith B. Hall Ji Ma Jianmo Ni 17 6 0 20 Dec 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 882 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 720 0 17 Apr 2021
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 231 288 0 17 Mar 2020