SIGIR

Ahead of the Text: Leveraging Entity Preposition for Financial Relation Extraction

Stefan Pasch, Dimitrios Petridis

Comments Stefan Pasch, Dimitrios Petridis 2023. Ahead of the Text: Leveraging Entity Preposition for Financial Relation Extraction. ACM SIGIR: The 4th Workshop on Knowledge Discovery from Unstructured Data in Financial Services (SIGIR-KDF '23)

Exploring the Spatiotemporal Features of Online Food Recommendation Service

Shaochuan Lin, Jiayan Pei, Taotao Zhou, Hengxu He, Jia Jia, Ning Hu

Comments accepted by SIGIR 2023

Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation

Taichi Liu, Chen Gao, Zhenyu Wang, Dong Li, Jianye Hao, Depeng Jin, Yong Li

Comments Accepted by SIGIR 2023

Form-NLU: Dataset for the Form Natural Language Understanding

Yihao Ding, Siqu Long, Jiabin Huang, Kaixuan Ren, Xingxiang Luo, Hyunsuk Chung, Soyeon Caren Han

Comments Accepted by SIGIR 2023

On the Effects of Regional Spelling Conventions in Retrieval Models

Andreas Chari, Sean MacAvaney, Iadh Ounis

Comments 10 pages, 3 tables, short paper published in SIGIR '23

Journal ref SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, July 2023, Pages 2220-2224

Lexically-Accelerated Dense Retrieval

Hrishikesh Kulkarni, Sean MacAvaney, Nazli Goharian, Ophir Frieder

Comments SIGIR 2023

Click-Conversion Multi-Task Model with Position Bias Mitigation for Sponsored Search in eCommerce

Yibo Wang, Yanbing Xue, Bo Liu, Musen Wen, Wenting Zhao, Stephen Guo, Philip S. Yu

Comments Modified some typos of the published SIGIR version

Journal ref In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1884-1888. 2023

The Archive Query Log: Mining Millions of Search Result Pages of Hundreds of Search Engines from 25 Years of Web Archives

Jan Heinrich Reimer, Sebastian Schmidt, Maik Fröbe, Lukas Gienapp, Harrisen Scells, Benno Stein, Matthias Hagen, Martin Potthast

Comments SIGIR 2023 resource paper, 13 pages

Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study

Weijia Zhang, Svitlana Vakulenko, Thilina Rajapakse, Yumo Xu, Evangelos Kanoulas

Comments Accepted by Gen-IR@SIGIR 2023 workshop

FinTree: Financial Dataset Pretrain Transformer Encoder for Relation Extraction

Hyunjong Ok

Comments 4pages, 2 figures, The SIGIR'23 Workshop on Knowledge Discovery from Unstructured Data in Financial Services

Sequential Recommendation with Graph Neural Networks

Jianxin Chang, Chen Gao, Yu Zheng, Yiqun Hui, Yanan Niu, Yang Song, Depeng Jin, Yong Li

Comments Accepted by SIGIR 2021

MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question Answering

Yang Bai, Anthony Colas, Daisy Zhe Wang

Comments Accepted by SIGIR 2023

SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval

Nandan Thakur, Kexin Wang, Iryna Gurevych, Jimmy Lin

Comments Accepted at SIGIR 2023 (Resource Track)

PiTL: Cross-modal Retrieval with Weakly-supervised Vision-language Pre-training via Prompting

Zixin Guo, Tzu-Jui Julius Wang, Selen Pehlivan, Abduljalil Radman, Jorma Laaksonen

Journal ref SIGIR, 2023, 2261-2265

Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion

Menghan Wang, Jinming Yang, Yuchen Guo, Yuming Shen, Mengying Zhu, Yanlin Wang

Comments The paper is accepted as a short research paper by SIGIR 2023

Cross-Lingual NER for Financial Transaction Data in Low-Resource Languages

Sunisth Kumar, Davide Liu, Alexandre Boulenger

Comments 5 pages, 3 figures. Presented at the SIGIR 2023 Workshop on Knowledge Discovery from Unstructured Data in Financial Services (KDF)

Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks

Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum

Comments Accepted at SIGIR 2023 (extended version)

Contrastive Learning for Conversion Rate Prediction

Wentao Ouyang, Rui Dong, Xiuwu Zhang, Chaofeng Guo, Jinmei Luo, Xiangzheng Liu, Yanlong Du

Comments SIGIR 2023

Generative Contrastive Graph Learning for Recommendation

Yonghui Yang, Zhengwei Wu, Le Wu, Kun Zhang, Richang Hong, Zhiqiang Zhang, Jun Zhou, Meng Wang

Comments This paper is accepted to SIGIR 2023. Code is avaliable: https://github.com/yimutianyang/SIGIR23-VGCL

One-Shot Labeling for Automatic Relevance Estimation

Sean MacAvaney, Luca Soldaini

Comments SIGIR 2023

Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation

Chongming Gao, Kexin Huang, Jiawei Chen, Yuan Zhang, Biao Li, Peng Jiang, Shiqi Wang, Zhong Zhang, Xiangnan He

Comments SIGIR 2023 Full Paper

End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models

Barry Menglong Yao, Aditya Shah, Lichao Sun, Jin-Hee Cho, Lifu Huang

Comments Accepted by SIGIR 23, 11 pages, 4 figures

Journal ref Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23), July 23--27, 2023, Taipei, Taiwan

Attention Mixtures for Time-Aware Sequential Recommendation

Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin

Comments SIGIR 2023

Conversational Question Answering on Heterogeneous Sources

Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum

Comments SIGIR 2022 Research Track Long Paper

Query Understanding in the Age of Large Language Models

Avishek Anand, Venktesh V, Abhijit Anand, Vinay Setty

Comments Accepted to GENIR(SIGIR'23)

Mining Stable Preferences: Adaptive Modality Decorrelation for Multimedia Recommendation

Jinghao Zhang, Qiang Liu, Shu Wu, Liang Wang

Comments Accepted to SIGIR 2023

Resources and Evaluations for Multi-Distribution Dense Information Retrieval

Soumya Chatterjee, Omar Khattab, Simran Arora

Comments REML @ SIGIR 2023; 9 pages, 8 figures

Mining Interest Trends and Adaptively Assigning SampleWeight for Session-based Recommendation

Kai Ouyang, Xianghong Xu, Miaoxin Chen, Zuotong Xie, Hai-Tao Zheng, Shuangyong Song, Yu Zhao

Comments This work has been accepted by SIGIR 2023

Representation Sparsification with Hybrid Thresholding for Fast SPLADE-based Document Retrieval

Yifan Qiao, Yingrui Yang, Shanxiu He, Tao Yang

Comments This paper is published in SIGIR'23

Journal ref Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval 2023

Neighborhood-based Hard Negative Mining for Sequential Recommendation

Lu Fan, Jiashu Pu, Rongsheng Zhang, Xiao-Ming Wu

Journal ref SIGIR 2023