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期刊&会议

ACM SIGIR Conference on Research and Development in Information Retrieval · 会议 · Information Retrieval

共收录 1420
2206.13747 2022-06-29 cs.IR cs.CY cs.HC

Fire Dragon and Unicorn Princess; Gender Stereotypes and Children's Products in Search Engine Responses

Amifa Raj, Michael D. Ekstrand

Comments SIGIR ecom'22: ACM SIGIR Workshop on eCommerce

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2206.13214 2022-06-28 cs.CL

Few-Shot Stance Detection via Target-Aware Prompt Distillation

Yan Jiang, Jinhua Gao, Huawei Shen, Xueqi Cheng

Comments Accepted by SIGIR 2022

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2206.12204 2022-06-27 cs.IR

Reaching the End of Unbiasedness: Uncovering Implicit Limitations of Click-Based Learning to Rank

Harrie Oosterhuis

Comments In Proceedings of the 2022 ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR '22), July 11-12, 2022, Madrid, Spain. ACM, New York, NY, USA, 11 pages. https://doi.org/10.1145/3539813.3545137 ISBN 978-1-4503-9412-3/22/07

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2205.08343 2022-06-24 cs.IR

Moving Stuff Around: A study on efficiency of moving documents into memory for Neural IR models

Arthur Câmara, Claudia Hauff

Comments 7 pages, 2 figures. Accepted to the ReNeuIR workshop at SIGIR 2022

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2204.09409 2022-06-22 cs.CV

Video Moment Retrieval from Text Queries via Single Frame Annotation

Ran Cui, Tianwen Qian, Pai Peng, Elena Daskalaki, Jingjing Chen, Xiaowei Guo, Huyang Sun, Yu-Gang Jiang

Comments Accepted as full paper in SIGIR 2022

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1910.01444 2022-06-16 cs.SI cs.IR cs.LG stat.ML

Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback

Yuta Saito

Comments 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '20)

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2206.04500 2022-06-10 cs.IR cs.AI cs.CR cs.LG

Unlearning Protected User Attributes in Recommendations with Adversarial Training

Christian Ganhör, David Penz, Navid Rekabsaz, Oleg Lesota, Markus Schedl

Comments Accepted at SIGIR 2022

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2205.14970 2022-06-10 cs.IR

Towards Personalized Bundle Creative Generation with Contrastive Non-Autoregressive Decoding

Penghui Wei, Shaoguo Liu, Xuanhua Yang, Liang Wang, Bo Zheng

Comments SIGIR 2022 (short)

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2206.02470 2022-06-07 cs.IR

Offline Evaluation of Ranked Lists using Parametric Estimation of Propensities

Vishwa Vinay, Manoj Kilaru, David Arbour

Comments Accepted as a full paper at SIGIR 2022

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2206.02457 2022-06-07 cs.CL cs.IR

Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives

Wei Wang, Liangzhu Ge, Jingqiao Zhang, Cheng Yang

Comments 7 pages, 3 figures, 6 tables. Accepted to SIGIR 22. Code at https://github.com/alibaba/SimCSE-with-CARDS

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2206.02179 2022-06-07 cs.CL

A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism

Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Junjie Sun, Hong Yu, Xianchao Zhang

Comments Accepted to SIGIR 2022

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2205.14321 2022-06-07 cs.LG cs.IR

Automatic Expert Selection for Multi-Scenario and Multi-Task Search

Xinyu Zou, Zhi Hu, Yiming Zhao, Xuchu Ding, Zhongyi Liu, Chenliang Li, Aixin Sun

Comments Accepted by SIGIR 2022; 10 pages, 8 figures

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2205.04275 2022-06-07 cs.IR cs.CL

Long Document Re-ranking with Modular Re-ranker

Luyu Gao, Jamie Callan

Comments SIGIR 22

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2204.11159 2022-06-07 cs.IR

Explainable Fairness in Recommendation

Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang

Comments In Proceedings of SIGIR 2022

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2206.01543 2022-06-06 cs.CL cs.AI cs.LG

Beyond Opinion Mining: Summarizing Opinions of Customer Reviews

Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu

Comments SIGIR Tutorial 2022

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2206.00510 2022-06-02 cs.IR

HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction

Zuowu Zheng, Changwang Zhang, Xiaofeng Gao, Guihai Chen

Comments Accepted by SIGIR 2022

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2206.00473 2022-06-02 cs.IR

ILMART: Interpretable Ranking with Constrained LambdaMART

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri

Comments 5 pages, 3 figures, to be published in SIGIR 2022 proceedings

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2205.13795 2022-05-30 cs.IR

Improving Item Cold-start Recommendation via Model-agnostic Conditional Variational Autoencoder

Xu Zhao, Yi Ren, Ying Du, Shenzheng Zhang, Nian Wang

Comments 6 pages, 2 figures, accepted as SIGIR 2022 short paper

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2205.13730 2022-05-30 cs.CL cs.AI

Understanding Long Programming Languages with Structure-Aware Sparse Attention

Tingting Liu, Chengyu Wang, Cen Chen, Ming Gao, Aoying Zhou

Comments sigir 2022 accepted, code will be available at https://github.com/alibaba/EasyNLP

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2205.13339 2022-05-27 cs.CL

Target-aware Abstractive Related Work Generation with Contrastive Learning

Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang

Comments 11 pages, 7 figures, SIGIR 2022

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2205.12901 2022-05-26 cs.IR

Fairness of Exposure in Light of Incomplete Exposure Estimation

Maria Heuss, Fatemeh Sarvi, Maarten de Rijke

Comments 12 pages, 2 figures, will be published at SIGIR 2022

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2205.12768 2022-05-26 cs.IR cs.CL

Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering

Trond Linjordet, Krisztian Balog

Comments 9 pages, 3 figures. Accepted for publication as a resource paper in Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '22), July 11-15, 2022, Madrid, Spain. For test collection, see https://github.com/iai-group/IQN-KGQA

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2204.05125 2022-05-24 cs.AI cs.IR

ESCM$^2$: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation

Hao Wang, Tai-Wei Chang, Tianqiao Liu, Jianmin Huang, Zhichao Chen, Chao Yu, Ruopeng Li, Wei Chu

Journal ref SIGIR 2022

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2205.11139 2022-05-24 cs.LG cs.IR

GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection

Xu Chen, Qiu Qiu, Changshan Li, Kunqing Xie

Comments SIGIR'22 Short Paper

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2205.10759 2022-05-24 cs.IR cs.AI cs.LG

Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities

Shoujin Wang, Qi Zhang, Liang Hu, Xiuzhen Zhang, Yan Wang, Charu Aggarwal

Journal ref SIGIR 2022

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2204.12668 2022-05-23 cs.IR cs.CL cs.LG

Adaptable Text Matching via Meta-Weight Regulator

Bo Zhang, Chen Zhang, Fang Ma, Dawei Song

Comments 10 pages, accepted to SIGIR 2022

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2204.10851 2022-05-23 cs.IR cs.AI

Exploiting Session Information in BERT-based Session-aware Sequential Recommendation

Jinseok Seol, Youngrok Ko, Sang-goo Lee

Comments 6 pages, accepted in The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2022, short paper

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2205.09403 2022-05-20 cs.IR

On Natural Language User Profiles for Transparent and Scrutable Recommendation

Filip Radlinski, Krisztian Balog, Fernando Diaz, Lucas Dixon, Ben Wedin

Comments Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '22), 2022

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2205.08772 2022-05-19 cs.CL cs.AI cs.IR

Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification

Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen

Comments 11 pages, 7 figures, Sigir 2022

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2205.08289 2022-05-18 cs.IR cs.AI

Experiments on Generalizability of User-Oriented Fairness in Recommender Systems

Hossein A. Rahmani, Mohammadmehdi Naghiaei, Mahdi Dehghan, Mohammad Aliannejadi

Comments SIGIR 2022

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