SIGIR

Constructing Tree-based Index for Efficient and Effective Dense Retrieval

Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao

Comments 10 pages, accepted at SIGIR 2023

SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval

Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Yueyue Wu, Yiqun Liu, Chong Chen, Qi Tian

Comments 10 pages, accepted by SIGIR 2023

The tale of two MS MARCO -- and their unfair comparisons

Carlos Lassance, Stéphane Clinchant

Comments Short paper accepted at SIGIR 2023

A Static Pruning Study on Sparse Neural Retrievers

Carlos Lassance, Simon Lupart, Hervé Dejean, Stéphane Clinchant, Nicola Tonellotto

Comments Short accepted at SIGIR 2023. Has extra content in the Appendix that is not present in the ACM version

MG-ShopDial: A Multi-Goal Conversational Dataset for e-Commerce

Nolwenn Bernard, Krisztian Balog

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

Explain like I am BM25: Interpreting a Dense Model's Ranked-List with a Sparse Approximation

Michael Llordes, Debasis Ganguly, Sumit Bhatia, Chirag Agarwal

Comments Accepted at SIGIR 2023

Learnable Pillar-based Re-ranking for Image-Text Retrieval

Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua

Comments Accepted by SIGIR'2023

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

BotMoE: Twitter Bot Detection with Community-Aware Mixtures of Modal-Specific Experts

Yuhan Liu, Zhaoxuan Tan, Heng Wang, Shangbin Feng, Qinghua Zheng, Minnan Luo

Comments Accepted at SIGIR 2023

Context-Aware Classification of Legal Document Pages

Pavlos Fragkogiannis, Martina Forster, Grace E. Lee, Dell Zhang

Comments 5 pages. To be published in the Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23)

A Study on Agreement in PICO Span Annotations

Grace E. Lee, Aixin Sun

Comments Accepted in SIGIR 2019 (Short paper)

COUPA: An Industrial Recommender System for Online to Offline Service Platforms

Sicong Xie, Binbin Hu, Fengze Li, Ziqi Liu, Zhiqiang Zhang, Wenliang Zhong, Jun Zhou

Comments The short version has been accepted by the SIGIR 2023 Industrial track

SocialDial: A Benchmark for Socially-Aware Dialogue Systems

Haolan Zhan, Zhuang Li, Yufei Wang, Linhao Luo, Tao Feng, Xiaoxi Kang, Yuncheng Hua, Lizhen Qu, Lay-Ki Soon, Suraj Sharma, Ingrid Zukerman, Zhaleh Semnani-Azad, Gholamreza Haffari

Comments Accepted by SIGIR 2023

Query-specific Variable Depth Pooling via Query Performance Prediction towards Reducing Relevance Assessment Effort

Debasis Ganguly, Emine Yilmaz

Comments To appear in SIGIR 2023

LogicRec: Recommendation with Users' Logical Requirements

Zhenwei Tang, Griffin Floto, Armin Toroghi, Shichao Pei, Xiangliang Zhang, Scott Sanner

Comments SIGIR 2023

A Lightweight Constrained Generation Alternative for Query-focused Summarization

Zhichao Xu, Daniel Cohen

Comments in proceedings of SIGIR 2023

Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation

Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu

Comments 10 pages, Accepted by SIGIR 2023

Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study

Joakim Edin, Alexander Junge, Jakob D. Havtorn, Lasse Borgholt, Maria Maistro, Tuukka Ruotsalo, Lars Maaløe

Comments 11 pages, 6 figures, to be published in Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23), July 23--27, 2023, Taipei, Taiwan

Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments

Nirmal Roy, Agathe Balayn, David Maxwell, Claudia Hauff

Comments Accepted at SIGIR 2023

Exploring 360-Degree View of Customers for Lookalike Modeling

Md Mostafizur Rahman, Daisuke Kikuta, Satyen Abrol, Yu Hirate, Toyotaro Suzumura, Pablo Loyola, Takuma Ebisu, Manoj Kondapaka

Journal ref SIGIR 2023

MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed

Xiaowen Shi, Ze Wang, Yuanying Cai, Xiaoxu Wu, Fan Yang, Guogang Liao, Yongkang Wang, Xingxing Wang, Dong Wang

Comments 4 pages, 2 figures, accepted by SIGIR 2023

A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services

Walid Bendada, Guillaume Salha-Galvan, Thomas Bouabça, Tristan Cazenave

Comments Accepted as a Full Paper at the SIGIR 2023 conference

Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion

Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan

Comments Accepted by SIGIR2023

Journal ref SIGIR 2023

Collaborative Residual Metric Learning

Tianjun Wei, Jianghong Ma, Tommy W. S. Chow

Comments Accepted by SIGIR '23

M2GNN: Metapath and Multi-interest Aggregated Graph Neural Network for Tag-based Cross-domain Recommendation

Zepeng Huai, Yuji Yang, Mengdi Zhang, Zhongyi Zhang, Yichun Li, Wei Wu

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

Intent-aware Ranking Ensemble for Personalized Recommendation

Jiayu Li, Peijie Sun, Zhefan Wang, Weizhi Ma, Yangkun Li, Min Zhang, Zhoutian Feng, Daiyue Xue

Comments Accepted at the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)

SEA: A Scalable Entity Alignment System

Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao, Ziheng Wei

Comments SIGIR'23 Demo Track

Unbiased Pairwise Learning from Implicit Feedback for Recommender Systems without Biased Variance Control

Yi Ren, Hongyan Tang, Jiangpeng Rong, Siwen Zhu

Comments 5 pages

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

HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting

Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang

Journal ref In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (Short-Paper Track), 2023

Edge-cloud Collaborative Learning with Federated and Centralized Features

Zexi Li, Qunwei Li, Yi Zhou, Wenliang Zhong, Guannan Zhang, Chao Wu

Comments Accepted by Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23)

Graph Collaborative Signals Denoising and Augmentation for Recommendation

Ziwei Fan, Ke Xu, Zhang Dong, Hao Peng, Jiawei Zhang, Philip S. Yu

Comments Short Paper Accepted by SIGIR 2023, 6 pages

Journal ref SIGIR 2023