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Information Retrieval

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Total of 62 entries : 1-50 51-62
Showing up to 50 entries per page: fewer | more | all

Thu, 21 Nov 2024 (showing 15 of 15 entries )

[1] arXiv:2411.13415 [pdf, html, other]
Title: Unleashing the Power of Large Language Models for Group POI Recommendations
Jing Long, Liang Qu, Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
Subjects: Information Retrieval (cs.IR)
[2] arXiv:2411.13322 [pdf, html, other]
Title: Scaling Laws for Online Advertisement Retrieval
Yunli Wang, Zixuan Yang, Zhen Zhang, Zhiqiang Wang, Jian Yang, Shiyang Wen, Peng Jiang, Kun Gai
Comments: 10 pages, 8 figures
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[3] arXiv:2411.13212 [pdf, html, other]
Title: On the Statistical Significance with Relevance Assessments of Large Language Models
David Otero, Javier Parapar, Álvaro Barreiro
Subjects: Information Retrieval (cs.IR)
[4] arXiv:2411.13173 [pdf, html, other]
Title: Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems
Hongliu Cao
Comments: In Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining (WSDM 25)
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[5] arXiv:2411.13154 [pdf, html, other]
Title: DMQR-RAG: Diverse Multi-Query Rewriting for RAG
Zhicong Li, Jiahao Wang, Zhishu Jiang, Hangyu Mao, Zhongxia Chen, Jiazhen Du, Yuanxing Zhang, Fuzheng Zhang, Di Zhang, Yong Liu
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[6] arXiv:2411.13057 [pdf, html, other]
Title: Branches, Assemble! Multi-Branch Cooperation Network for Large-Scale Click-Through Rate Prediction at Taobao
Xu Chen, Zida Cheng, Yuangang Pan, Shuai Xiao, Xiaoming Liu, Jinsong Lan, Qingwen Liu, Ivor W. Tsang
Comments: 10 pages
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[7] arXiv:2411.13052 [pdf, other]
Title: On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective
Hung Vinh Tran, Tong Chen, Guanhua Ye, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
[8] arXiv:2411.13045 [pdf, other]
Title: Explainable LLM-driven Multi-dimensional Distillation for E-Commerce Relevance Learning
Gang Zhao, Ximing Zhang, Chenji Lu, Hui Zhao, Tianshu Wu, Pengjie Wang, Jian Xu, Bo Zheng
Comments: Submitted to WWW 2025
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[9] arXiv:2411.12989 [pdf, html, other]
Title: Data Watermarking for Sequential Recommender Systems
Sixiao Zhang, Cheng Long, Wei Yuan, Hongxu Chen, Hongzhi Yin
Subjects: Information Retrieval (cs.IR)
[10] arXiv:2411.12921 [pdf, html, other]
Title: A Comparative Study of Text Retrieval Models on DaReCzech
Jakub Stetina, Martin Fajcik, Michal Stefanik, Michal Hradis
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[11] arXiv:2411.12880 [pdf, other]
Title: Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events
Yuanyuan Tian, Wenwen Li, Lei Hu, Xiao Chen, Michael Brook, Michael Brubaker, Fan Zhang, Anna K. Liljedahl
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[12] arXiv:2411.13477 (cross-list from cs.CL) [pdf, html, other]
Title: PatentEdits: Framing Patent Novelty as Textual Entailment
Ryan Lee, Alexander Spangher, Xuezhe Ma
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Information Retrieval (cs.IR)
[13] arXiv:2411.12949 (cross-list from cs.SI) [pdf, html, other]
Title: Epidemiology-informed Network for Robust Rumor Detection
Wei Jiang, Tong Chen, Xinyi Gao, Wentao Zhang, Lizhen Cui, Hongzhi Yin
Subjects: Social and Information Networks (cs.SI); Information Retrieval (cs.IR)
[14] arXiv:2411.12764 (cross-list from cs.CL) [pdf, html, other]
Title: SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text
Weiqing He, Bojian Hou, Tianqi Shang, Davoud Ataee Tarzanagh, Qi Long, Li Shen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[15] arXiv:2411.12756 (cross-list from eess.IV) [pdf, other]
Title: FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy
Rishit Kapoor (1), Jesher Joshua (2), Muralidharan Vijayarangan (3), Natarajan B (4) ((1) Vellore Institute of Technology, (2) Vellore Institute of Technology, (3) Vellore Institute of Technology, (4) Vellore Institute of Technology)
Comments: 6 pages, 4 figures
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Machine Learning (cs.LG)

Wed, 20 Nov 2024 (showing 19 of 19 entries )

[16] arXiv:2411.12649 [pdf, html, other]
Title: PseudoSeer: a Search Engine for Pseudocode
Levent Toksoz, Mukund Srinath, Gang Tan, C. Lee Giles
Subjects: Information Retrieval (cs.IR)
[17] arXiv:2411.12441 [pdf, html, other]
Title: Towards Unifying Feature Interaction Models for Click-Through Rate Prediction
Yu Kang, Junwei Pan, Jipeng Jin, Shudong Huang, Xiaofeng Gao, Lei Xiao
Subjects: Information Retrieval (cs.IR)
[18] arXiv:2411.12354 [pdf, html, other]
Title: Scalable and Effective Negative Sample Generation for Hyperedge Prediction
Shilin Qu, Weiqing Wang, Yuan-Fang Li, Quoc Viet Hung Nguyen, Hongzhi Yin
Comments: 11
Subjects: Information Retrieval (cs.IR)
[19] arXiv:2411.12295 [pdf, html, other]
Title: Consistency Regularization for Complementary Clothing Recommendations
Shuiying Liao, P.Y. Mok, Li Li
Subjects: Information Retrieval (cs.IR)
[20] arXiv:2411.12235 [pdf, html, other]
Title: BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language?
Zongmeng Zhang, Jinhua Zhu, Wengang Zhou, Xiang Qi, Peng Zhang, Houqiang Li
Comments: Findings of the Association for Computational Linguistics: EMNLP 2024
Journal-ref: In Findings of the Association for Computational Linguistics: EMNLP 2024, pages 2767-2779
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[21] arXiv:2411.12205 [pdf, html, other]
Title: Sparser Training for On-Device Recommendation Systems
Yunke Qu, Liang Qu, Tong Chen, Xiangyu Zhao, Jianxin Li, Hongzhi Yin
Subjects: Information Retrieval (cs.IR)
[22] arXiv:2411.12179 [pdf, html, other]
Title: Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation
Chuan He, Yongchao Liu, Qiang Li, Weiqiang Wang, Xin Fu, Xinyi Fu, Chuntao Hong, Xinwei Yao
Comments: 12 pages
Subjects: Information Retrieval (cs.IR); Social and Information Networks (cs.SI)
[23] arXiv:2411.12121 [pdf, html, other]
Title: Metamorphic Evaluation of ChatGPT as a Recommender System
Madhurima Khirbat, Yongli Ren, Pablo Castells, Mark Sanderson
Subjects: Information Retrieval (cs.IR)
[24] arXiv:2411.11895 [pdf, html, other]
Title: Deploying Large Language Models With Retrieval Augmented Generation
Sonal Prabhune, Donald J. Berndt
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[25] arXiv:2411.11875 [pdf, html, other]
Title: Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval
Zijun Min, Bingshuai Liu, Liang Zhang, Jia Song, Jinsong Su, Song He, Xiaochen Bo
Comments: BIBM 2024 Regular Paper
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Biomolecules (q-bio.BM)
[26] arXiv:2411.11871 [pdf, html, other]
Title: MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System
Yun He, Xuxing Chen, Jiayi Xu, Renqin Cai, Yiling You, Jennifer Cao, Minhui Huang, Liu Yang, Yiqun Liu, Xiaoyi Liu, Rong Jin, Sem Park, Bo Long, Xue Feng
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG); Optimization and Control (math.OC)
[27] arXiv:2411.12449 (cross-list from cs.CL) [pdf, html, other]
Title: Neon: News Entity-Interaction Extraction for Enhanced Question Answering
Sneha Singhania, Silviu Cucerzan, Allen Herring, Sujay Kumar Jauhar
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[28] arXiv:2411.12307 (cross-list from cs.CL) [pdf, html, other]
Title: Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production
Junhua Liu, Yong Keat Tan, Bin Fu, Kwan Hui Lim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[29] arXiv:2411.12229 (cross-list from cs.DB) [pdf, html, other]
Title: SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
Yutong Gou, Jianyang Gao, Yuexuan Xu, Cheng Long
Comments: The paper has been accepted by SIGMOD 2025
Subjects: Databases (cs.DB); Information Retrieval (cs.IR)
[30] arXiv:2411.12227 (cross-list from cs.HC) [pdf, html, other]
Title: INDIANA: Personalized Travel Recommendations Using Wearables and AI
Anastasios Manos, Despina Elisabeth Filipidou, Ioannis Deliyannis, Nikolaos Pavlidis, Vasilis Argyros, Ioanna Mazi
Comments: Accepted as position paper at 8th International Workshop on Chatbots and Human-Centred AI - CONVERSATIONS 2024
Subjects: Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR)
[31] arXiv:2411.12092 (cross-list from eess.SP) [pdf, other]
Title: Preprocessing for lessening the influence of eye artifacts in eeg analysis
Alejandro Villena, Lorenzo J. Tardon, Isabel Barbancho, Ana M. Barbancho, Elvira Brattico, Niels T. Haumann
Comments: 16 pages, journal article
Journal-ref: Appl. Sci. 2019, 9, 1757
Subjects: Signal Processing (eess.SP); Information Retrieval (cs.IR)
[32] arXiv:2411.12064 (cross-list from cs.AI) [pdf, html, other]
Title: TSPRank: Bridging Pairwise and Listwise Methods with a Bilinear Travelling Salesman Model
Weixian Waylon Li, Yftah Ziser, Yifei Xie, Shay B. Cohen, Tiejun Ma
Comments: Accepted to ACM SIGKDD 2025 Research Track
Subjects: Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[33] arXiv:2411.12056 (cross-list from cs.CL) [pdf, html, other]
Title: Benchmarking pre-trained text embedding models in aligning built asset information
Mehrzad Shahinmoghadam, Ali Motamedi
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[34] arXiv:2411.11891 (cross-list from cs.AI) [pdf, html, other]
Title: Survey on Semantic Interpretation of Tabular Data: Challenges and Directions
Marco Cremaschi, Blerina Spahiu, Matteo Palmonari, Ernesto Jimenez-Ruiz
Subjects: Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)

Tue, 19 Nov 2024 (showing 12 of 12 entries )

[35] arXiv:2411.11767 [pdf, html, other]
Title: Drowning in Documents: Consequences of Scaling Reranker Inference
Mathew Jacob, Erik Lindgren, Matei Zaharia, Michael Carbin, Omar Khattab, Andrew Drozdov
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL); Machine Learning (cs.LG)
[36] arXiv:2411.11739 [pdf, html, other]
Title: QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou
Xinchen Luo, Jiangxia Cao, Tianyu Sun, Jinkai Yu, Rui Huang, Wei Yuan, Hezheng Lin, Yichen Zheng, Shiyao Wang, Qigen Hu, Changqing Qiu, Jiaqi Zhang, Xu Zhang, Zhiheng Yan, Jingming Zhang, Simin Zhang, Mingxing Wen, Zhaojie Liu, Kun Gai, Guorui Zhou
Comments: Work in progress
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)
[37] arXiv:2411.11508 [pdf, html, other]
Title: Collaborative Contrastive Network for Click-Through Rate Prediction
Chen Gao, Zixin Zhao, Sihao Hu, Lv Shao, Tong Liu
Subjects: Information Retrieval (cs.IR)
[38] arXiv:2411.11502 [pdf, html, other]
Title: All-domain Moveline Evolution Network for Click-Through Rate Prediction
Chen Gao, Zixin Zhao, Lv Shao, Tong Liu
Subjects: Information Retrieval (cs.IR)
[39] arXiv:2411.11240 [pdf, html, other]
Title: Controlling Diversity at Inference: Guiding Diffusion Recommender Models with Targeted Category Preferences
Gwangseok Han, Wonbin Kweon, Minsoo Kim, Hwanjo Yu
Comments: KDD 2025
Subjects: Information Retrieval (cs.IR)
[40] arXiv:2411.11225 [pdf, html, other]
Title: Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning
Yunze Luo, Yuezihan Jiang, Yinjie Jiang, Gaode Chen, Jingchi Wang, Kaigui Bian, Peiyi Li, Qi Zhang
Comments: 11 pages, 4 figures, to be published in KDD '25
Subjects: Information Retrieval (cs.IR)
[41] arXiv:2411.11090 [pdf, other]
Title: ForPKG-1.0: A Framework for Constructing Forestry Policy Knowledge Graph and Application Analysis
Jingyun Sun, Zhongze Luo
Comments: 22 pages
Subjects: Information Retrieval (cs.IR)
[42] arXiv:2411.10676 [pdf, html, other]
Title: Exploring Feature-based Knowledge Distillation For Recommender System: A Frequency Perspective
Zhangchi Zhu, Wei Zhang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[43] arXiv:2411.11692 (cross-list from cs.SD) [pdf, html, other]
Title: Do Captioning Metrics Reflect Music Semantic Alignment?
Jinwoo Lee, Kyogu Lee
Comments: International Society for Music Information Retrieval (ISMIR) 2024, Late Breaking Demo (LBD)
Subjects: Sound (cs.SD); Information Retrieval (cs.IR); Audio and Speech Processing (eess.AS)
[44] arXiv:2411.11677 (cross-list from cs.LG) [pdf, html, other]
Title: Few-shot Model Extraction Attacks against Sequential Recommender Systems
Hui Zhang, Fu Liu
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Information Retrieval (cs.IR)
[45] arXiv:2411.10878 (cross-list from cs.CL) [pdf, html, other]
Title: Empowering Meta-Analysis: Leveraging Large Language Models for Scientific Synthesis
Jawad Ibn Ahad, Rafeed Mohammad Sultan, Abraham Kaikobad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
Comments: Accepted in 2024 IEEE International Conference on Big Data (IEEE BigData)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[46] arXiv:2411.10513 (cross-list from cs.CV) [pdf, html, other]
Title: Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction
Po-han Li, Yunhao Yang, Mohammad Omama, Sandeep Chinchali, Ufuk Topcu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Multimedia (cs.MM)

Mon, 18 Nov 2024 (showing first 4 of 6 entries )

[47] arXiv:2411.10057 [pdf, html, other]
Title: KuaiFormer: Transformer-Based Retrieval at Kuaishou
Chi Liu, Jiangxia Cao, Rui Huang, Kai Zheng, Qiang Luo, Kun Gai, Guorui Zhou
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[48] arXiv:2411.10055 [pdf, html, other]
Title: Towards unearthing neglected climate innovations from scientific literature using Large Language Models
César Quilodrán-Casas, Christopher Waite, Nicole Alhadeff, Diyona Dsouza, Cathal Hughes, Larissa Kunstel-Tabet, Alyssa Gilbert
Comments: 10 pages. Accepted in the LatinX in AI workshop at NeurIPS 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[49] arXiv:2411.09852 [pdf, html, other]
Title: InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction
Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang
Comments: 10 pages, 6 figures
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[50] arXiv:2411.09705 [pdf, html, other]
Title: Residual Multi-Task Learner for Applied Ranking
Cong Fu, Kun Wang, Jiahua Wu, Yizhou Chen, Guangda Huzhang, Yabo Ni, Anxiang Zeng, Zhiming Zhou
Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)
Total of 62 entries : 1-50 51-62
Showing up to 50 entries per page: fewer | more | all