SIGIR - arXivDaily 期刊&会议

2007.13287 2020-07-28 cs.IR cs.LG

Recommending Podcasts for Cold-Start Users Based on Music Listening and Taste

Zahra Nazari, Christophe Charbuillet, Johan Pages, Martin Laurent, Denis Charrier, Briana Vecchione, Ben Carterette

Comments SIGIR 2020

2005.09027 2020-07-27 cs.CV cs.IR cs.LG

Efficient Image Gallery Representations at Scale Through Multi-Task Learning

Benjamin Gutelman, Pavel Levin

Comments Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval

2007.10296 2020-07-21 cs.IR

A Comparison of Supervised Learning to Match Methods for Product Search

Fatemeh Sarvi, Nikos Voskarides, Lois Mooiman, Sebastian Schelter, Maarten de Rijke

Comments 10 pages, 5 figures, Accepted at SIGIR Workshop on eCommerce 2020

2007.10087 2020-07-21 cs.AI

Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution

Jacopo Tagliabue, Bingqing Yu

Comments accepted at 2020 SIGIR Workshop On eCommerce

2007.09798 2020-07-21 cs.IR

Counterfactual Learning to Rank using Heterogeneous Treatment Effect Estimation

Mucun Tian, Chun Guo, Vito Ostuni, Zhen Zhu

Comments 9 pages; to be published in SIGIR eCom'20

2007.08954 2020-07-21 cs.CL cs.IR cs.LG

SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression

Jinming Zhao, Ming Liu, Longxiang Gao, Yuan Jin, Lan Du, He Zhao, He Zhang, Gholamreza Haffari

Comments accepted to SIGIR 2020

2007.07204 2020-07-15 cs.IR cs.LG stat.ML

Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning

Wenhui Yu, Zheng Qin

Comments SIGIR 2020 paper

2005.11490 2020-07-13 cs.IR cs.CL

Summarizing and Exploring Tabular Data in Conversational Search

Shuo Zhang, Zhuyun Dai, Krisztian Balog, Jamie Callan

Comments Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), 2020

2007.03225 2020-07-08 cs.IR cs.CY cs.SI

Hier-SPCNet: A Legal Statute Hierarchy-based Heterogeneous Network for Computing Legal Case Document Similarity

Paheli Bhattacharya, Kripabandhu Ghosh, Arindam Pal, Saptarshi Ghosh

Comments Accepted at the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020 (Short Paper)

2002.02126 2020-07-08 cs.IR cs.LG

LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation

Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng Wang

Comments Accepted by SIGIR

2007.02503 2020-07-07 cs.CV

Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval

Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua

Comments Accepted For 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)

2007.01764 2020-07-06 cs.IR cs.LG

Disentangled Graph Collaborative Filtering

Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua

Comments SIGIR 2020

1905.08108 2020-07-06 cs.IR cs.LG cs.SI

Neural Graph Collaborative Filtering

Xiang Wang, Xiangnan He, Meng Wang, Fuli Feng, Tat-Seng Chua

Comments SIGIR 2019; the latest version of NGCF paper, which is distinct from the version published in ACM Digital Library

2005.00625 2020-07-03 cs.SI cs.IR cs.LG

Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection

Zhiwei Liu, Yingtong Dou, Philip S. Yu, Yutong Deng, Hao Peng

Comments Accepted by SIGIR'20. We also released a GNN-based fraud detection toolbox with implementations of SOTA models. The code is available at https://github.com/safe-graph/DGFraud

2007.00380 2020-07-02 cs.IR cs.CL

Unsupervised Semantic Hashing with Pairwise Reconstruction

Casper Hansen, Christian Hansen, Jakob Grue Simonsen, Stephen Alstrup, Christina Lioma

Comments Accepted at SIGIR'20

2006.15939 2020-06-30 cs.IR

TFNet: Multi-Semantic Feature Interaction for CTR Prediction

Shu Wu, Feng Yu, Xueli Yu, Qiang Liu, Liang Wang, Tieniu Tan, Jie Shao, Fan Huang

Comments To appear at SIGIR 2020

2006.15599 2020-06-30 cs.IR

Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling

Wenxuan Zhang, Yang Deng, Wai Lam

Comments Accepted by SIGIR 2020

2006.14170 2020-06-26 cs.LG cs.CL cs.CR stat.ML

Towards Differentially Private Text Representations

Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao

Comments Accepted to SIGIR'20

2005.06915 2020-06-26 cs.IR cs.SI

Can The Crowd Identify Misinformation Objectively? The Effects of Judgment Scale and Assessor's Background

Kevin Roitero, Michael Soprano, Shaoyang Fan, Damiano Spina, Stefano Mizzaro, Gianluca Demartini

Comments Preprint of the full paper accepted at SIGIR 2020

2006.11719 2020-06-23 cs.IR cs.CL

Match$^2$: A Matching over Matching Model for Similar Question Identification

Zizhen Wang, Yixing Fan, Jiafeng Guo, Liu Yang, Ruqing Zhang, Yanyan Lan, Xueqi Cheng, Hui Jiang, Xiaozhao Wang

Comments Accepted by SIGIR 2020. 10 pages

2006.10233 2020-06-20 cs.IR cs.LG

A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention

Deqing Yang, Zengcun Song, Lvxin Xue, Yanghua Xiao

Journal ref SIGIR 2020

2006.06922 2020-06-19 cs.IR cs.LG

Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation

Wenjing Meng, Deqing Yang, Yanghua Xiao

Journal ref SIGIR 2020

2006.09904 2020-06-18 cs.IR cs.CV cs.LG

Learning Colour Representations of Search Queries

Paridhi Maheshwari, Manoj Ghuhan, Vishwa Vinay

Comments Accepted as a full paper at SIGIR 2020

2006.09736 2020-06-18 cs.HC cs.IR

Factuality Checking in News Headlines with Eye Tracking

Christian Hansen, Casper Hansen, Jakob Grue Simonsen, Birger Larsen, Stephen Alstrup, Christina Lioma

Comments Accepted to SIGIR 2020

2006.07548 2020-06-16 cs.IR cs.CL cs.LG

Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search

Helia Hashemi, Hamed Zamani, W. Bruce Croft

Comments To appear in the Proceedings of ACM SIGIR 2020. 10 pages

1910.07099 2020-06-11 cs.LG cs.IR stat.ML

Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction

Hong Wen, Jing Zhang, Yuan Wang, Fuyu Lv, Wentian Bao, Quan Lin, Keping Yang

Comments 10page, 7 figures. Accepted by SIGIR 2020. The source code will be released at https://github.com/chaimi2013/ESM2

2006.05009 2020-06-11 cs.IR

Few-Shot Generative Conversational Query Rewriting

Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul Bennett, Jianfeng Gao, Zhiyuan Liu

Comments Accepted by SIGIR 2020

2006.04660 2020-06-11 cs.IR cs.CL

Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews

Rajdeep Mukherjee, Hari Chandana Peruri, Uppada Vishnu, Pawan Goyal, Sourangshu Bhattacharya, Niloy Ganguly

Comments 4 pages, accepted in the Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020

2006.02282 2020-06-08 cs.IR

Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning

Han Zhang, Songlin Wang, Kang Zhang, Zhiling Tang, Yunjiang Jiang, Yun Xiao, Weipeng Yan, Wen-Yun Yang

Comments Accepted by SIGIR 2020

2004.12832 2020-06-05 cs.IR cs.CL

ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

Omar Khattab, Matei Zaharia

Comments Accepted at SIGIR 2020