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46th SIGIR 2023: Taipei, Taiwan
- Hsin-Hsi Chen, Wei-Jou (Edward) Duh, Hen-Hsen Huang, Makoto P. Kato, Josiane Mothe, Barbara Poblete:
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023. ACM 2023, ISBN 978-1-4503-9408-6
Keynote Talks
- Marc Najork
:
Generative Information Retrieval. 1 - Chih-Jen Lin
:
On the "Rough Use" of Machine Learning Techniques. 2 - Ranjitha Kumar
:
Bridging Quantitative and Qualitative Digital Experience Testing. 3-4 - Ryen W. White
:
Tasks, Copilots, and the Future of Search. 5-6
Session 1 - Unbiased and Fairness
- Huachi Zhou
, Hao Chen
, Junnan Dong
, Daochen Zha
, Chuang Zhou
, Xiao Huang
:
Adaptive Popularity Debiasing Aggregator for Graph Collaborative Filtering. 7-17 - Fatemeh Sarvi
, Ali Vardasbi
, Mohammad Aliannejadi
, Sebastian Schelter
, Maarten de Rijke
:
On the Impact of Outlier Bias on User Clicks. 18-27 - Mengyue Yang
, Jun Wang
, Jean-Francois Ton
:
Rectifying Unfairness in Recommendation Feedback Loop. 28-37 - Tingting Liang
, Yuanqing Zhang
, Qianhui Di
, Congying Xia
, Youhuizi Li
, Yuyu Yin
:
Contrastive Box Embedding for Collaborative Reasoning. 38-47 - Andrés Hoyos Idrobo
:
Learning to Re-rank with Constrained Meta-Optimal Transport. 48-57
Session 2 - Sequential Recommendation - Part 1
- Hanwen Du
, Huanhuan Yuan
, Pengpeng Zhao
, Fuzhen Zhuang
, Guanfeng Liu
, Lei Zhao
, Yanchi Liu
, Victor S. Sheng
:
Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation. 58-67 - Kibum Kim
, Dongmin Hyun
, Sukwon Yun
, Chanyoung Park
:
MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation. 68-77 - Xinyu Du
, Huanhuan Yuan
, Pengpeng Zhao
, Jianfeng Qu
, Fuzhen Zhuang
, Guanfeng Liu
, Yanchi Liu
, Victor S. Sheng
:
Frequency Enhanced Hybrid Attention Network for Sequential Recommendation. 78-88 - Xiuyuan Qin
, Huanhuan Yuan
, Pengpeng Zhao
, Junhua Fang
, Fuzhen Zhuang
, Guanfeng Liu
, Yanchi Liu
, Victor S. Sheng
:
Meta-optimized Contrastive Learning for Sequential Recommendation. 89-98 - Chengkai Huang
, Shoujin Wang
, Xianzhi Wang
, Lina Yao
:
Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation. 99-109
Session 3 - Dense Retrieval
- Alireza Salemi
, Juan Altmayer Pizzorno
, Hamed Zamani
:
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering. 110-120 - Hansi Zeng
, Surya Kallumadi
, Zaid Alibadi
, Rodrigo Frassetto Nogueira, Hamed Zamani
:
A Personalized Dense Retrieval Framework for Unified Information Access. 121-130 - Haitao Li
, Qingyao Ai
, Jingtao Zhan
, Jiaxin Mao
, Yiqun Liu
, Zheng Liu
, Zhao Cao
:
Constructing Tree-based Index for Efficient and Effective Dense Retrieval. 131-140 - Wei Zhong
, Sheng-Chieh Lin
, Jheng-Hong Yang
, Jimmy Lin
:
One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search. 141-151 - Hrishikesh Kulkarni
, Sean MacAvaney
, Nazli Goharian
, Ophir Frieder
:
Lexically-Accelerated Dense Retrieval. 152-162 - Hamed Zamani
, Michael Bendersky
:
Multivariate Representation Learning for Information Retrieval. 163-173
Session 4 - Language Models
- Yunhu Ye
, Binyuan Hui
, Min Yang
, Binhua Li
, Fei Huang
, Yongbin Li
:
Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning. 174-184 - Ruixue Ding
, Boli Chen
, Pengjun Xie
, Fei Huang
, Xin Li
, Qiang Zhang
, Yao Xu
:
MGeo: Multi-Modal Geographic Language Model Pre-Training. 185-194 - Dengtian Lin, Liqiang Jing, Xuemeng Song, Meng Liu, Teng Sun, Liqiang Nie:
Adapting Generative Pretrained Language Model for Open-domain Multimodal Sentence Summarization. 195-204 - Fang Guo
, Yun Luo
, Linyi Yang
, Yue Zhang
:
SciMine: An Efficient Systematic Prioritization Model Based on Richer Semantic Information. 205-215 - Na Li
, Hanane Kteich
, Zied Bouraoui
, Steven Schockaert
:
Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models. 216-226 - Zizhuo Zhang
, Bang Wang
:
Prompt Learning for News Recommendation. 227-237
Session 5 - Exposure and Popularity Bias
- Chongming Gao
, Kexin Huang
, Jiawei Chen
, Yuan Zhang
, Biao Li
, Peng Jiang
, Shiqi Wang
, Zhong Zhang
, Xiangnan He
:
Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation. 238-248 - Shashank Gupta
, Harrie Oosterhuis
, Maarten de Rijke
:
Safe Deployment for Counterfactual Learning to Rank with Exposure-Based Risk Minimization. 249-258 - Shicheng Wang
, Shu Guo
, Lihong Wang
, Tingwen Liu
, Hongbo Xu
:
HDNR: A Hyperbolic-Based Debiased Approach for Personalized News Recommendation. 259-268 - Jiayin Wang, Weizhi Ma, Chumeng Jiang, Min Zhang, Yuan Zhang, Biao Li, Peng Jiang:
Measuring Item Global Residual Value for Fair Recommendation. 269-278
Session 6 - Sequential Recommendation - Part 2
- Rui Zhou
, Xian Wu
, Zhaopeng Qiu
, Yefeng Zheng
, Xu Chen
:
Distributionally Robust Sequential Recommnedation. 279-288 - Langming Liu
, Liu Cai
, Chi Zhang
, Xiangyu Zhao
, Jingtong Gao
, Wanyu Wang
, Yifu Lv
, Wenqi Fan
, Yiqi Wang
, Ming He
, Zitao Liu
, Qing Li
:
LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems. 289-299 - Yanling Wang
, Yuchen Liu
, Qian Wang
, Cong Wang
, Chenliang Li
:
Poisoning Self-supervised Learning Based Sequential Recommendations. 300-310 - Zuoli Tang
, Lin Wang
, Lixin Zou
, Xiaolu Zhang
, Jun Zhou
, Chenliang Li
:
Towards Multi-Interest Pre-training with Sparse Capsule Network. 311-320 - Yaowen Ye
, Lianghao Xia
, Chao Huang
:
Graph Masked Autoencoder for Sequential Recommendation. 321-330 - Zhengyi Yang
, Xiangnan He
, Jizhi Zhang
, Jiancan Wu
, Xin Xin
, Jiawei Chen
, Xiang Wang
:
A Generic Learning Framework for Sequential Recommendation with Distribution Shifts. 331-340
Session 7 - Knowledge Graphs for Recommendation
- Yejing Wang
, Zhaocheng Du
, Xiangyu Zhao
, Bo Chen
, Huifeng Guo
, Ruiming Tang
, Zhenhua Dong
:
Single-shot Feature Selection for Multi-task Recommendations. 341-351 - Qian Chen
, Zhiqiang Guo
, Jianjun Li
, Guohui Li
:
Knowledge-enhanced Multi-View Graph Neural Networks for Session-based Recommendation. 352-361 - Xinjun Zhu
, Yuntao Du
, Yuren Mao
, Lu Chen
, Yujia Hu
, Yunjun Gao
:
Knowledge-refined Denoising Network for Robust Recommendation. 362-371 - Jihu Wang
, Yuliang Shi
, Han Yu
, Xinjun Wang
, Zhongmin Yan
, Fanyu Kong
:
Mixed-Curvature Manifolds Interaction Learning for Knowledge Graph-aware Recommendation. 372-382
Session 8 - POI Recommendation
- Xinfeng Wang
, Fumiyo Fukumoto
, Jin Cui
, Yoshimi Suzuki
, Jiyi Li
, Dongjin Yu
:
EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation. 383-392 - Zhaobo Wang
, Yanmin Zhu
, Chunyang Wang
, Wenze Ma
, Bo Li
, Jiadi Yu
:
Adaptive Graph Representation Learning for Next POI Recommendation. 393-402 - Xiaodong Yan
, Tengwei Song
, Yifeng Jiao
, Jianshan He
, Jiaotuan Wang
, Ruopeng Li
, Wei Chu
:
Spatio-Temporal Hypergraph Learning for Next POI Recommendation. 403-412 - Xiao Zhang
, Ziming Ye
, Jianfeng Lu
, Fuzhen Zhuang
, Yanwei Zheng
, Dongxiao Yu
:
Fine-Grained Preference-Aware Personalized Federated POI Recommendation with Data Sparsity. 413-422 - Jing Long
, Tong Chen
, Quoc Viet Hung Nguyen
, Guandong Xu
, Kai Zheng
, Hongzhi Yin
:
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation. 423-432
Session 9 - Music, video, Social Media
- Yu Shang
, Chen Gao
, Jiansheng Chen
, Depeng Jin
, Meng Wang
, Yong Li
:
Learning Fine-grained User Interests for Micro-video Recommendation. 433-442 - Jinghao Zhang
, Qiang Liu
, Shu Wu
, Liang Wang
:
Mining Stable Preferences: Adaptive Modality Decorrelation for Multimedia Recommendation. 443-452 - Jiahao Xun
, Shengyu Zhang
, Yanting Yang
, Jieming Zhu
, Liqun Deng
, Zhou Zhao
, Zhenhua Dong
, Ruiqi Li
, Lichao Zhang
, Fei Wu
:
DisCover: Disentangled Music Representation Learning for Cover Song Identification. 453-463 - Walid Bendada
, Guillaume Salha-Galvan
, Thomas Bouabça
, Tristan Cazenave
:
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services. 464-474 - Seong-Min Kang
, Yoon-Sik Cho
:
MEME: Multi-Encoder Multi-Expert Framework with Data Augmentation for Video Retrieval. 475-484 - Yuhan Liu
, Zhaoxuan Tan
, Heng Wang, Shangbin Feng
, Qinghua Zheng
, Minnan Luo
:
BotMoE: Twitter Bot Detection with Community-Aware Mixtures of Modal-Specific Experts. 485-495
Session 10 - Sparsity Problem
- Jingcao Xu
, Chaokun Wang
, Cheng Wu
, Yang Song
, Kai Zheng
, Xiaowei Wang
, Changping Wang
, Guorui Zhou
, Kun Gai
:
Multi-behavior Self-supervised Learning for Recommendation. 496-505 - Zhihao Wen
, Yuan Fang
:
Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. 506-516 - Yu Tian
, Bofang Li
, Si Chen
, Xubin Li
, Hongbo Deng
, Jian Xu
, Bo Zheng
, Qian Wang
, Chenliang Li
:
Multi-Scenario Ranking with Adaptive Feature Learning. 517-526 - Heeyoon Yang
, YunSeok Choi
, Gahyung Kim
, Jee-Hyong Lee
:
LOAM: Improving Long-tail Session-based Recommendation via Niche Walk Augmentation and Tail Session Mixup. 527-536 - Naoto Ohsaka
, Riku Togashi
:
Curse of "Low" Dimensionality in Recommender Systems. 537-547 - Liangcai Su
, Fan Yan
, Jieming Zhu
, Xi Xiao
, Haoyi Duan
, Zhou Zhao
, Zhenhua Dong
, Ruiming Tang
:
Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for Recommendation. 548-557
Session 11 - Evaluation
- Romain Deffayet
, Philipp Hager
, Jean-Michel Renders
, Maarten de Rijke
:
An Offline Metric for the Debiasedness of Click Models. 558-568 - Jiabang He
, Yi Hu
, Lei Wang
, Xing Xu
, Ning Liu
, Hui Liu
, Heng Tao Shen
:
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. 569-579 - Harrisen Scells
, Ferdinand Schlatt
, Martin Potthast
:
Smooth Operators for Effective Systematic Review Queries. 580-590
Session 12 - Knowledge Graphs - Part 1
- Jingyun Xu
, Yi Cai
:
Decoupled Hyperbolic Graph Attention Network for Cross-domain Named Entity Recognition. 591-600 - Peiyan Zhang
, Yuchen Yan
, Chaozhuo Li
, Senzhang Wang
, Xing Xie
, Guojie Song
, Sunghun Kim
:
Continual Learning on Dynamic Graphs via Parameter Isolation. 601-611 - Ye Yuan
, Delong Ma
, Anbiao Wu
, Jianbin Qin
:
Subgraph Search over Neural-Symbolic Graphs. 612-621 - Jiasheng Zhang
, Jie Shao
, Bin Cui
:
StreamE: Learning to Update Representations for Temporal Knowledge Graphs in Streaming Scenarios. 622-631
Session 13 - Conversational Search and Recommendation
- Paul Owoicho
, Ivan Sekulic
, Mohammad Aliannejadi
, Jeffrey Dalton
, Fabio Crestani
:
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond. 632-642 - Philipp Christmann
, Rishiraj Saha Roy
, Gerhard Weikum
:
Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks. 643-653 - Sen Zhao
, Wei Wei
, Xian-Ling Mao
, Shuai Zhu
, Minghui Yang
, Zujie Wen
, Dangyang Chen
, Feida Zhu
:
Multi-view Hypergraph Contrastive Policy Learning for Conversational Recommendation. 654-664
Session 14 - Efficiency
- Washington Cunha
, Celso França
, Guilherme Fonseca
, Leonardo Rocha
, Marcos André Gonçalves
:
An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification. 665-674 - Qiang He
, Siyu Tan
, Feifei Chen
, Xiaolong Xu
, Lianyong Qi
, Xinhong Hei
, Hai Jin
, Yun Yang
:
EDIndex: Enabling Fast Data Queries in Edge Storage Systems. 675-685 - Rong-Cheng Tu
, Xian-Ling Mao
, Wenjin Ji
, Wei Wei
, Heyan Huang
:
Data-Aware Proxy Hashing for Cross-modal Retrieval. 686-696 - Khoa D. Doan
, Shulong Tan
, Weijie Zhao
, Ping Li
:
Asymmetric Hashing for Fast Ranking via Neural Network Measures. 697-707 - Yunke Qu
, Tong Chen
, Xiangyu Zhao
, Lizhen Cui
, Kai Zheng
, Hongzhi Yin
:
Continuous Input Embedding Size Search For Recommender Systems. 708-717
Session 15 - Crowdsourced and Annotation
- Nirmal Roy
, Agathe Balayn
, David Maxwell
, Claudia Hauff
:
Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments. 718-728 - Dan Li
, Maarten de Rijke
:
Extending Label Aggregation Models with a Gaussian Process to Denoise Crowdsourcing Labels. 729-738 - Zhe Fu
, Xi Niu
, Li Yu
:
Wisdom of Crowds and Fine-Grained Learning for Serendipity Recommendations. 739-748 - Shucheng Li
, Boyu Chang
, Bo Yang
, Hao Wu
, Sheng Zhong
, Fengyuan Xu
:
Dataset Preparation for Arbitrary Object Detection: An Automatic Approach based on Web Information in English. 749-759 - Siddhant Kharbanda
, Atmadeep Banerjee, Devaansh Gupta
, Akash Palrecha
, Rohit Babbar
:
InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification. 760-769
Session 16 - Question Answering
- Qin Yuan
, Ye Yuan
, Zhenyu Wen
, He Wang
, Shiyuan Tang
:
An Effective Framework for Enhancing Query Answering in a Heterogeneous Data Lake. 770-780 - Farah Atif
, Ola El Khatib
, Djellel Eddine Difallah
:
BeamQA: Multi-hop Knowledge Graph Question Answering with Sequence-to-Sequence Prediction and Beam Search. 781-790 - Wei Peng
, Wanshui Li
, Yue Hu
:
Leader-Generator Net: Dividing Skill and Implicitness for Conquering FairytaleQA. 791-801
Session 17 - Temporal & Dynamic - Part 1
- Susik Yoon
, Dongha Lee
, Yunyi Zhang
, Jiawei Han
:
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. 802-811 - Jiexin Wang
, Adam Jatowt
, Masatoshi Yoshikawa
, Yi Cai
:
BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information. 812-821 - Ziwei Zhao
, Xi Zhu
, Tong Xu
, Aakas Lizhiyu
, Yu Yu
, Xueying Li
, Zikai Yin
, Enhong Chen
:
Time-interval Aware Share Recommendation via Bi-directional Continuous Time Dynamic Graphs. 822-831 - Wenjie Wang
, Yiyan Xu
, Fuli Feng
, Xinyu Lin
, Xiangnan He
, Tat-Seng Chua
:
Diffusion Recommender Model. 832-841 - Mingchen Li
, Lifu Huang
:
Understand the Dynamic World: An End-to-End Knowledge Informed Framework for Open Domain Entity State Tracking. 842-851
Session 18 - Knowledge Graphs - Part 2
- Zhao Zhang
, Zhanpeng Guan
, Fuwei Zhang
, Fuzhen Zhuang
, Zhulin An
, Fei Wang
, Yongjun Xu
:
Weighted Knowledge Graph Embedding. 867-877 - Bin Shang
, Yinliang Zhao
, Di Wang
, Jun Liu
:
Relation-Aware Multi-Positive Contrastive Knowledge Graph Completion with Embedding Dimension Scaling. 878-888 - Zhongwu Chen
, Chengjin Xu
, Fenglong Su
, Zhen Huang
, Yong Dou
:
Incorporating Structured Sentences with Time-enhanced BERT for Fully-inductive Temporal Relation Prediction. 889-899 - Linhao Luo
, Yuan-Fang Li
, Gholamreza Haffari
, Shirui Pan
:
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. 900-910 - Yunzhi Yao
, Shengyu Mao
, Ningyu Zhang
, Xiang Chen
, Shumin Deng
, Xi Chen
, Huajun Chen
:
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction. 911-921
Session 19 - Implicit Feedback and Sessions
- Zhaochun Ren
, Na Huang
, Yidan Wang
, Pengjie Ren
, Jun Ma
, Jiahuan Lei
, Xinlei Shi
, Hengliang Luo
, Joemon M. Jose
, Xin Xin
:
Contrastive State Augmentations for Reinforcement Learning-Based Recommender Systems. 922-931 - Xin Xin
, Xiangyuan Liu
, Hanbing Wang
, Pengjie Ren
, Zhumin Chen
, Jiahuan Lei
, Xinlei Shi
, Hengliang Luo
, Joemon M. Jose
, Maarten de Rijke
, Zhaochun Ren
:
Improving Implicit Feedback-Based Recommendation through Multi-Behavior Alignment. 932-941 - Yushun Dong
, Jundong Li
, Tobias Schnabel
:
When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback? 942-952 - Shengjie Ma
, Chong Chen
, Jiaxin Mao
, Qi Tian
, Xuhui Jiang
:
Session Search with Pre-trained Graph Classification Model. 953-962 - Wei Tang
, Haifeng Sun
, Jingyu Wang
, Qi Qi
, Jing Wang, Hao Yang, Shimin Tao
:
Multi-order Matched Neighborhood Consistent Graph Alignment in a Union Vector Space. 963-972
Session 20 - Personalized Models
- Ning Pang
, Xiang Zhao
, Weixin Zeng
, Ji Wang
, Weidong Xiao
:
Personalized Federated Relation Classification over Heterogeneous Texts. 973-982 - Weibo Gao
, Hao Wang
, Qi Liu
, Fei Wang
, Xin Lin
, Linan Yue
, Zheng Zhang
, Rui Lv
, Shijin Wang
:
Leveraging Transferable Knowledge Concept Graph Embedding for Cold-Start Cognitive Diagnosis. 983-992 - Sheshera Mysore
, Mahmood Jasim
, Andrew McCallum
, Hamed Zamani
:
Editable User Profiles for Controllable Text Recommendations. 993-1003 - Jiayu Li
, Peijie Sun
, Zhefan Wang
, Weizhi Ma
, Yangkun Li
, Min Zhang
, Zhoutian Feng
, Daiyue Xue
:
Intent-aware Ranking Ensemble for Personalized Recommendation. 1004-1013 - Hemanth Vemuri
, Sheshansh Agrawal
, Shivam Mittal
, Deepak Saini
, Akshay Soni
, Abhinav V. Sambasivan
, Wenhao Lu
, Yajun Wang
, Mehul Parsana
, Purushottam Kar
, Manik Varma
:
Personalized Retrieval over Millions of Items. 1014-1022
Session 21 - Legal, Medicine & Health
- Yifei Liu
, Yiquan Wu
, Yating Zhang
, Changlong Sun
, Weiming Lu
, Fei Wu
, Kun Kuang
:
ML-LJP: Multi-Law Aware Legal Judgment Prediction. 1023-1034 - Haitao Li
, Qingyao Ai
, Jia Chen
, Qian Dong
, Yueyue Wu
, Yiqun Liu
, Chong Chen
, Qi Tian
:
SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval. 1035-1044 - Silvia Casola
, Alberto Lavelli
, Horacio Saggion
:
Creating a Silver Standard for Patent Simplification. 1045-1055 - Anat Hashavit
, Hongning Wang
, Tamar Stern
, Sarit Kraus
:
Not Just Skipping: Understanding the Effect of Sponsored Content on Users' Decision-Making in Online Health Search. 1056-1065 - Runcong Zhao
, Lin Gui
, Yulan He
:
Cone: Unsupervised Contrastive Opinion Extraction. 1066-1075
Session 22 - Collaborative Filtering
- Guanghui Zhu
, Wang Lu
, Chunfeng Yuan
, Yihua Huang
:
AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering. 1076-1085