SIGIR

GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment

Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park

Comments SIGIR 2022(Short Paper)

On Survivorship Bias in MS MARCO

Prashansa Gupta, Sean MacAvaney

Comments SIGIR 2022

Investigating Accuracy-Novelty Performance for Graph-based Collaborative Filtering

Minghao Zhao, Le Wu, Yile Liang, Lei Chen, Jian Zhang, Qilin Deng, Kai Wang, Xudong Shen, Tangjie Lv, Runze Wu

Comments To appear in SIGIR 2022

A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning

Ruichao Yang, Jing Ma, Hongzhan Lin, Wei Gao

Comments Accepted by SIGIR 2022

B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval

Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Yingyan Li, Xueqi Cheng

Comments Accepted by SIGIR 2021

Unify Local and Global Information for Top-$N$ Recommendation

Xiaoming Liu, Shaocong Wu, Zhaohan Zhang, Chao Shen

Comments Accepted by SIGIR 2022 as Full Paper

Journal ref Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022

Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims

Ivan Srba, Branislav Pecher, Matus Tomlein, Robert Moro, Elena Stefancova, Jakub Simko, Maria Bielikova

Comments 11 pages, 4 figures, SIGIR 2022 Resource paper track

Journal ref ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)

Understanding User Satisfaction with Task-oriented Dialogue Systems

Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke

Comments To appear in SIGIR 2022 short paper track

C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval

Eugene Yang, Suraj Nair, Ramraj Chandradevan, Rebecca Iglesias-Flores, Douglas W. Oard

Comments 6 pages, 2 figures, accepted as a SIGIR 2022 Short Paper

INMO: A Model-Agnostic and Scalable Module for Inductive Collaborative Filtering

Yunfan Wu, Qi Cao, Huawei Shen, Shuchang Tao, Xueqi Cheng

Comments Accepted by SIGIR 2022

Which Discriminator for Cooperative Text Generation?

Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau

Comments 6 pages, 2 figures, accepted to SIGIR 2022

Determinantal Point Process Likelihoods for Sequential Recommendation

Yuli Liu, Christian Walder, Lexing Xie

Comments accepted at ACM SIGIR 2022

LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback

Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng

Comments Accepted at SIGIR 2022

Offline Retrieval Evaluation Without Evaluation Metrics

Fernando Diaz, Andres Ferraro

Comments to appear at SIGIR 2022

Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval

Revanth Gangi Reddy, Md Arafat Sultan, Martin Franz, Avirup Sil, Heng Ji

Comments Published at SIGIR 2022

Less is More: Reweighting Important Spectral Graph Features for Recommendation

Shaowen Peng, Kazunari Sugiyama, Tsunenori Mine

Comments Accepted by SIGIR '22

Faster Learned Sparse Retrieval with Guided Traversal

Antonio Mallia, Joel Mackenzie, Torsten Suel, Nicola Tonellotto

Comments Accepted at SIGIR 2022

Regulating Group Exposure for Item Providers in Recommendation

Mirko Marras, Ludovico Boratto, Guilherme Ramos, Gianni Fenu

Comments Accepted at the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2022)

Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras

Comments Accepted at the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2022)

Progressive Learning for Image Retrieval with Hybrid-Modality Queries

Yida Zhao, Yuqing Song, Qin Jin

Comments Accepted by SIGIR 2022

ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems

Guohao Cai, Jieming Zhu, Quanyu Dai, Zhenhua Dong, Xiuqiang He, Ruiming Tang, Rui Zhang

Comments Accepted by SIGIR 2022

On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation

Xin Xia, Hongzhi Yin, Junliang Yu, Qinyong Wang, Guandong Xu, Nguyen Quoc Viet Hung

Comments To Appear in SIGIR'22

CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space

Yupeng Hou, Binbin Hu, Zhiqiang Zhang, Wayne Xin Zhao

Comments Accepted by SIGIR 2022

Decoupled Side Information Fusion for Sequential Recommendation

Yueqi Xie, Peilin Zhou, Sunghun Kim

Comments Accepted to SIGIR 2022

User-Centric Conversational Recommendation with Multi-Aspect User Modeling

Shuokai Li, Ruobing Xie, Yongchun Zhu, Xiang Ao, Fuzhen Zhuang, Qing He

Comments Accepted by SIGIR 2022

Contrastive Learning with Hard Negative Entities for Entity Set Expansion

Yinghui Li, Yangning Li, Yuxin He, Tianyu Yu, Ying Shen, Hai-Tao Zheng

Comments Accepted by SIGIR 2022 (Full Paper)

From Little Things Big Things Grow: A Collection with Seed Studies for Medical Systematic Review Literature Search

Shuai Wang, Harrisen Scells, Justin Clark, Bevan Koopman, Guido Zuccon

Comments Accepted and To be appeared in SIGIR 2022 proceeding

Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval

Dingkun Long, Qiong Gao, Kuan Zou, Guangwei Xu, Pengjun Xie, Ruijie Guo, Jian Xu, Guanjun Jiang, Luxi Xing, Ping Yang

Comments SIGIR 2022 Resource Track

TARexp: A Python Framework for Technology-Assisted Review Experiments

Eugene Yang, David D. Lewis

Comments 6 pages, 4 figures, accepted as a SIGIR 2022 demo paper

Unifying Cross-lingual Summarization and Machine Translation with Compression Rate

Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen

Comments Accepted by SIGIR 2022