When Search Engine Services meet Large Language Models: Visions and Challenges

28 June 2024

Papers citing "When Search Engine Services meet Large Language Models: Visions and Challenges"

23 / 23 papers shown

Title
SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding Ziyi Zhang Ziheng Jiang Chengquan Jiang Menghan Yu Size Zheng H. Lin Henry Hoffmann Xin Liu 29 0 0 12 Jun 2025
Reinforcement Fine-Tuning for Reasoning towards Multi-Step Multi-Source Search in Large Language Models Wentao Shi Yiqing Shen KELM LRM 26 0 0 10 Jun 2025
Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model Ailin Huang B. Li Bruce Wang Boyong Wu Chao Yan ... X. Zhang Yibo Zhu Daxin Jiang Shuchang Zhou Chen-Hao Hu AuLLM 68 0 0 10 Jun 2025
Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning Jinzheng Li Sibo Ju Yanzhou Su Hongguang Li Yiqing Shen LRM 42 0 0 24 May 2025
Real-time Spatial Retrieval Augmented Generation for Urban Environments David Nazareno Campo Javier Conde Alvaro Alonso Gabriel Huecas Joaquín Salvachúa Pedro Reviriego 67 0 0 04 May 2025
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese Peilin Zhou Bruce Leon Xiang Ying Chen Zhang Yifan Shao ... Sixin Hong J. Ren Jian Chen Chao-Hong Liu Yining Hua RALM ELM LRM 138 5 0 27 Apr 2025
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future Jialun Zhong Wei Shen Yanzeng Li Songyang Gao Hua Lu Yicheng Chen Yang Zhang Wei Zhou Jinjie Gu Lei Zou LRM 134 11 0 12 Apr 2025
StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization Yiming Tang Yi Fan Chenxiao Yu Tiankai Yang Yue Zhao Xiyang Hu 133 2 0 08 Apr 2025
How Much Do LLMs Hallucinate across Languages? On Multilingual Estimation of LLM Hallucination in the Wild Saad Obaid ul Islam Anne Lauscher Goran Glavaš HILM LRM 184 3 0 21 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 364 1 0 21 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 280 449 0 20 Feb 2025
KVDirect: Distributed Disaggregated LLM Inference Shiyang Chen Rain Jiang Dezhi Yu Jinlai Xu Mengyuan Chao Fanlong Meng Chenyu Jiang Wei Xu Hang Liu 92 2 0 28 Jan 2025
AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding Zikun Li Zhuofu Chen Remi Delacourt Gabriele Oliaro Zeyu Wang ... Zhuoming Chen Sean Lai Xinhao Cheng Xupeng Miao Zhihao Jia 115 6 0 21 Jan 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Fajie Yuan Zhumin Chen D. Yin Zhaochun Ren RALM ALM ELM LRM LM&MA 236 315 0 31 Dec 2024
UniGuard: Towards Universal Safety Guardrails for Jailbreak Attacks on Multimodal Large Language Models Sejoon Oh Yiqiao Jin Megha Sharma Donghyun Kim Eric Ma Gaurav Verma Srijan Kumar 127 7 0 03 Nov 2024
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models Shuchen Meng Andi Chen Chihang Wang Mengyao Zheng Fangyu Wu Xupeng Chen Haowei Ni Panfeng Li 89 2 0 25 Oct 2024
SciEvo: A 2 Million, 30-Year Cross-disciplinary Dataset for Temporal Scientometric Analysis Yiqiao Jin Yijia Xiao Yiyang Wang Jindong Wang 113 0 0 12 Oct 2024
AIME: AI System Optimization via Multiple LLM Evaluators Bhrij Patel Souradip Chakraborty Wesley A Suttle Mengdi Wang Amrit Singh Bedi Dinesh Manocha 74 15 0 04 Oct 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models Vibhor Agarwal Yiqiao Jin Mohit Chandra Munmun De Choudhury Srijan Kumar Nishanth R. Sastry HILM LM&MA 117 7 0 29 Sep 2024
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Jiang Bian Shuaiqiang Wang Guihai Chen D. Yin 45 0 0 25 Sep 2024
Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Zeyi Sun Hongyang Chen Shuaiqiang Wang D. Yin 97 0 0 25 Sep 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 182 56 0 09 Jul 2024
AgentReview: Exploring Peer Review Dynamics with LLM Agents Yiqiao Jin Qinlin Zhao Yiyang Wang Hao Chen Kaijie Zhu Yijia Xiao Jindong Wang LLMAG 129 27 0 18 Jun 2024