SIGIR - arXivDaily 期刊&会议

2406.07121 2024-06-12 cs.IR stat.ME

The Treatment of Ties in Rank-Biased Overlap

Matteo Corsi, Julián Urbano

Comments 10 pages, 5 figures, 4 tables, SIGIR 2024

2406.06729 2024-06-12 cs.IR cs.AI cs.CL

Synthetic Query Generation using Large Language Models for Virtual Assistants

Sonal Sannigrahi, Thiago Fraga-Silva, Youssef Oualil, Christophe Van Gysel

Comments SIGIR '24. The 47th International ACM SIGIR Conference on Research & Development in Information Retrieval

2406.05360 2024-06-11 cs.CL

Flexible and Adaptable Summarization via Expertise Separation

Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qingqing Zhu, Rui Yan, Xin Gao, Xiangliang Zhang

Comments 10 pages, 7 figures, published in SIGIR 2024

2404.03637 2024-06-11 cs.IR

Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention

Ziru Liu, Shuchang Liu, Zijian Zhang, Qingpeng Cai, Xiangyu Zhao, Kesen Zhao, Lantao Hu, Peng Jiang, Kun Gai

Comments SIGIR 2024

2405.02525 2024-06-10 cs.IR

RLStop: A Reinforcement Learning Stopping Method for TAR

Reem Bin-Hezam, Mark Stevenson

Comments Accepted at SIGIR 2024

2401.17197 2024-06-05 cs.IR

Data-efficient Fine-tuning for LLM-based Recommendation

Xinyu Lin, Wenjie Wang, Yongqi Li, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua

Comments Accepted by SIGIR 2024

2405.20878 2024-06-03 cs.IR cs.AI

SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation

Yuxi Liu, Lianghao Xia, Chao Huang

Comments Accepted by SIGIR'24

2310.18339 2024-06-03 cs.CL cs.AI

When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications

Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Derong Xu, Feng Tian, Yefeng Zheng

Comments accepted by SIGIR'24

2405.19149 2024-05-31 cs.CV cs.AI cs.IR

CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval

Xintong Jiang, Yaxiong Wang, Mengjian Li, Yujiao Wu, Bingwen Hu, Xueming Qian

Comments To appear at SIGIR 2024. arXiv admin note: text overlap with arXiv:2309.02169

2405.18276 2024-05-29 cs.IR

Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance

Theresia Veronika Rampisela, Tuukka Ruotsalo, Maria Maistro, Christina Lioma

Comments Accepted to SIGIR 2024 as full paper

2405.17706 2024-05-29 cs.AI cs.CV cs.IR

Video Enriched Retrieval Augmented Generation Using Aligned Video Captions

Kevin Dela Rosa

Comments SIGIR 2024 Workshop on Multimodal Representation and Retrieval (MRR 2024)

2405.17282 2024-05-28 cs.SI cs.LG

R-ODE: Ricci Curvature Tells When You Will be Informed

Li Sun, Jingbin Hu, Mengjie Li, Hao Peng

Comments Accepted by SIGIR 2024

2405.16550 2024-05-28 cs.IR cs.AI

ReCODE: Modeling Repeat Consumption with Neural ODE

Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu

Comments Accepted by SIGIR 2024 (Short Paper)

2405.16224 2024-05-28 cs.LG cs.AI

Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning

Zixu Wang, Bingbing Xu, Yige Yuan, Huawei Shen, Xueqi Cheng

Comments 5 pages, 5 figures, In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), July 14-18, 2024, Washington, DC, USA

2405.01063 2024-05-28 cs.IR cs.CY cs.LG

Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach

Tianhao Shi, Yang Zhang, Jizhi Zhang, Fuli Feng, Xiangnan He

Comments 8 pages, 5 figures, accepted by SIGIR'24

2311.14084 2024-05-28 cs.IR cs.AI cs.CV

Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images

Shicheng Xu, Danyang Hou, Liang Pang, Jingcheng Deng, Jun Xu, Huawei Shen, Xueqi Cheng

Comments Accepted by SIGIR 2024

2205.07295 2024-05-28 cs.LG cs.IR

Posterior Probability Matters: Doubly-Adaptive Calibration for Neural Predictions in Online Advertising

Penghui Wei, Weimin Zhang, Ruijie Hou, Jinquan Liu, Shaoguo Liu, Liang Wang, Bo Zheng

Comments SIGIR 2022 (short)

2311.04694 2024-05-24 cs.IR cs.CL

Evaluating Generative Ad Hoc Information Retrieval

Lukas Gienapp, Harrisen Scells, Niklas Deckers, Janek Bevendorff, Shuai Wang, Johannes Kiesel, Shahbaz Syed, Maik Fröbe, Guido Zuccon, Benno Stein, Matthias Hagen, Martin Potthast

Comments 14 pages, 6 figures, 1 table. Published at SIGIR'24 perspective paper track

2405.13177 2024-05-24 cs.IR

A Workbench for Autograding Retrieve/Generate Systems

Laura Dietz

Comments 10 pages. To appear in the Resource & Reproducibility Track of SIGIR 2024

2405.13021 2024-05-24 cs.CL cs.AI cs.IR

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

Comments Proceedings of the 47th International ACM SIGIR 2024

2405.11764 2024-05-24 cs.IR

Modeling User Fatigue for Sequential Recommendation

Nian Li, Xin Ban, Cheng Ling, Chen Gao, Lantao Hu, Peng Jiang, Kun Gai, Yong Li, Qingmin Liao

Comments SIGIR 2024

2405.10970 2024-05-21 cs.LG cs.AI cs.CR

Untargeted Adversarial Attack on Knowledge Graph Embeddings

Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Jun Liu

Comments Accepted by SIGIR 2024

2402.17279 2024-05-21 cs.IR

Diffusion Models for Generative Outfit Recommendation

Yiyan Xu, Wenjie Wang, Fuli Feng, Yunshan Ma, Jizhi Zhang, Xiangnan He

Comments accepted for publication in SIGIR'24

2308.14355 2024-05-21 cs.LG cs.IR

TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems

Peiyan Zhang, Yuchen Yan, Xi Zhang, Chaozhuo Li, Senzhang Wang, Feiran Huang, Sunghun Kim

Comments Accepted by SIGIR 2024

2405.10700 2024-05-20 cs.IR cs.AI cs.CL cs.CY

SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks

Michael Shliselberg, Ashkan Kazemi, Scott A. Hale, Shiri Dori-Hacohen

Journal ref Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), July 14--18, 2024, Washington, DC, USA

2403.19021 2024-05-20 cs.IR cs.AI cs.CL cs.LG

IDGenRec: LLM-RecSys Alignment with Textual ID Learning

Juntao Tan, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Zelong Li, Yongfeng Zhang

Comments Accepted in SIGIR 2024

2405.09042 2024-05-16 cs.IR

Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering

Yi Zhang, Lei Sang, Yiwen Zhang

Comments 10 pages, 7 figures, accepted by SIGIR 2024

2405.08751 2024-05-15 cs.CL cs.IR

From Text to Context: An Entailment Approach for News Stakeholder Classification

Alapan Kuila, Sudeshna Sarkar

Comments Accepted in SIGIR 2024

2405.08582 2024-05-15 cs.IR

Treatment Effect Estimation for User Interest Exploration on Recommender Systems

Jiaju Chen, Wenjie Wang, Chongming Gao, Peng Wu, Jianxiong Wei, Qingsong Hua

Comments Accepted to SIGIR 2024

2405.07767 2024-05-14 cs.IR cs.AI

Synthetic Test Collections for Retrieval Evaluation

Hossein A. Rahmani, Nick Craswell, Emine Yilmaz, Bhaskar Mitra, Daniel Campos

Comments SIGIR 2024