Here’s our harvest for SIGIR 2019, which is about to get started in less than 24 hours:
- Joris Baan, Maartje ter Hoeve, Marlies van der Wees, Anne Schuth, and Maarten de Rijke. Do Transformer Attention Heads Provide Transparency in Abstractive Summarization?. In FACTS-IR: SIGIR 2019 Workshop on Fairness, Accountability, Confidentiality, Transparency and Safety in Information Retrieval, July 2019. Bibtex, PDF
@inproceedings{baan-2019-do, author = {Baan, Joris and ter Hoeve, Maartje and van der Wees, Marlies and Schuth, Anne and de Rijke, Maarten}, booktitle = {FACTS-IR: SIGIR 2019 Workshop on Fairness, Accountability, Confidentiality, Transparency and Safety in Information Retrieval}, date-added = {2019-05-31 22:24:14 +0200}, date-modified = {2019-05-31 22:38:02 +0200}, month = {July}, title = {Do Transformer Attention Heads Provide Transparency in Abstractive Summarization?}, year = {2019}}
- Yifan Chen, Pengjie Ren, Yang Wang, and Maarten de Rijke. Bayesian Personalized Feature Interaction Selection for Factorization Machines. In SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval, page 665–674. ACM, July 2019. Bibtex, PDF
@inproceedings{chen-2019-bayesian, author = {Chen, Yifan and Ren, Pengjie and Wang, Yang and de Rijke, Maarten}, booktitle = {SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval}, date-added = {2019-04-14 16:48:31 +0200}, date-modified = {2019-08-02 15:58:43 +0200}, month = {July}, pages = {665--674}, publisher = {ACM}, title = {Bayesian Personalized Feature Interaction Selection for Factorization Machines}, year = {2019}}
- Yang Fang, Xiang Zhao, Peixin Huang, Weidong Xiao, and Maarten de Rijke. M-HIN: Complex Embeddings for Heterogeneous Information Networks via Metagraphs. In SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval, page 913–916. ACM, July 2019. Bibtex, PDF
@inproceedings{fang-2019-m-hin, author = {Fang, Yang and Zhao, Xiang and Huang, Peixin and Xiao, Weidong and de Rijke, Maarten}, booktitle = {SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval}, date-added = {2019-04-14 21:00:49 +0200}, date-modified = {2019-08-02 15:59:43 +0200}, month = {July}, pages = {913--916}, publisher = {ACM}, title = {M-HIN: Complex Embeddings for Heterogeneous Information Networks via Metagraphs}, year = {2019}}
- Rolf Jagerman, Harrie Oosterhuis, and Maarten de Rijke. To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions. In SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval, page 15–24. ACM, July 2019. Bibtex, PDF
@inproceedings{jagerman-2019-model, author = {Jagerman, Rolf and Oosterhuis, Harrie and de Rijke, Maarten}, booktitle = {SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval}, date-added = {2019-04-14 16:45:43 +0200}, date-modified = {2019-08-02 15:58:05 +0200}, month = {July}, pages = {15--24}, publisher = {ACM}, title = {To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions}, year = {2019}}
- Claudio Lucchese, Franco Maria Nardini, Rama Kumar Pasumarthi, Sebastian Bruch, Michael Bendersky, Xuanhui Wang, Harrie Oosterhuis, Rolf Jagerman, and Maarten de Rijke. Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning. In SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval, page 1419–1420, ACM, July 2019. Bibtex, PDF
@inproceedings{lucchese-2019-learning, address = {ACM}, author = {Lucchese, Claudio and Nardini, Franco Maria and Pasumarthi, Rama Kumar and Bruch, Sebastian and Bendersky, Michael and Wang, Xuanhui and Oosterhuis, Harrie and Jagerman, Rolf and de Rijke, Maarten}, booktitle = {SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval}, date-added = {2019-05-31 22:47:26 +0200}, date-modified = {2019-08-02 16:00:12 +0200}, month = {July}, pages = {1419--1420}, title = {Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning}, year = {2019}}
- Ana Lucic, Hinda Haned, and Maarten de Rijke. Explaining Predictions from Tree-based Boosting Ensembles. In FACTS-IR: SIGIR 2019 Workshop on Fairness, Accountability, Confidentiality, Transparency and Safety in Information Retrieval, July 2019. Bibtex, PDF
@inproceedings{lucic-2019-explaining, author = {Lucic, Ana and Haned, Hinda and de Rijke, Maarten}, booktitle = {FACTS-IR: SIGIR 2019 Workshop on Fairness, Accountability, Confidentiality, Transparency and Safety in Information Retrieval}, date-added = {2019-05-31 22:21:39 +0200}, date-modified = {2019-05-31 22:38:12 +0200}, month = {July}, title = {Explaining Predictions from Tree-based Boosting Ensembles}, year = {2019}}
- Muyang Ma, Pengjie Ren, Yujie Lin, Zhumin Chen, Jun Ma, and Maarten de Rijke. $\pi$-Net: A Parallel Information-sharing Network for Cross-domain Shared-account Sequential Recommendations. In SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval, page 685–694. ACM, July 2019. Bibtex, PDF
@inproceedings{ma-2019-pi-net, author = {Ma, Muyang and Ren, Pengjie and Lin, Yujie and Chen, Zhumin and Ma, Jun and de Rijke, Maarten}, booktitle = {SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval}, date-added = {2019-04-14 16:49:57 +0200}, date-modified = {2019-08-02 15:59:03 +0200}, month = {July}, pages = {685--694}, publisher = {ACM}, title = {$\pi$-Net: A Parallel Information-sharing Network for Cross-domain Shared-account Sequential Recommendations}, year = {2019}}
- Alexandra Olteanu, Jean Garcia-Gathright, Maarten de Rijke, and Michael D. Ekstrand. Workshop on Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval (FACTS-IR). In SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval, page 1423–1425. ACM, July 2019. Bibtex, PDF
@inproceedings{olteanu-2019-workshop, author = {Olteanu, Alexandra and Garcia-Gathright, Jean and de Rijke, Maarten and Ekstrand, Michael D.}, booktitle = {SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval}, date-added = {2019-05-31 22:51:14 +0200}, date-modified = {2019-08-02 16:00:36 +0200}, month = {July}, pages = {1423--1425}, publisher = {ACM}, title = {Workshop on Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval (FACTS-IR)}, year = {2019}}
- Jiahuan Pei, Pengjie Ren, and Maarten de Rijke. A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts. In WCIS: SIGIR 2019 Workshop on Conversational Interaction Systems. ACM, July 2019. Bibtex, PDF
@inproceedings{pei-2019-modular, author = {Pei, Jiahuan and Ren, Pengjie and de Rijke, Maarten}, booktitle = {WCIS: SIGIR 2019 Workshop on Conversational Interaction Systems}, date-added = {2019-06-01 07:18:46 +0200}, date-modified = {2019-07-14 12:24:23 +0200}, month = {July}, publisher = {ACM}, title = {A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts}, year = {2019}}
- Taihua Shao, Fei Cai, Honghui Chen, and Maarten de Rijke. Length-adaptive Neural Network for Answer Selection. In SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval, page 869–872. ACM, July 2019. Bibtex, PDF
@inproceedings{shao-2019-length-adaptive, author = {Shao, Taihua and Cai, Fei and Chen, Honghui and de Rijke, Maarten}, booktitle = {SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval}, date-added = {2019-04-14 20:59:02 +0200}, date-modified = {2019-08-02 15:59:20 +0200}, month = {July}, pages = {869--872}, publisher = {ACM}, title = {Length-adaptive Neural Network for Answer Selection}, year = {2019}}
- Meirui Wang, Pengjie Ren, Lei Mei, Zhumin Chen, Jun Ma, and Maarten de Rijke. A Collaborative Session-based Recommendation Approach with Parallel Memory Modules. In SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval, page 345–354. ACM, July 2019. Bibtex, PDF
@inproceedings{wang-2019-collaborative, author = {Wang, Meirui and Ren, Pengjie and Mei, Lei and Chen, Zhumin and Ma, Jun and de Rijke, Maarten}, booktitle = {SIGIR 2019: 42nd international ACM SIGIR conference on Research and Development in Information Retrieval}, date-added = {2019-04-14 16:52:16 +0200}, date-modified = {2019-08-02 15:58:23 +0200}, month = {July}, pages = {345--354}, publisher = {ACM}, title = {A Collaborative Session-based Recommendation Approach with Parallel Memory Modules}, year = {2019}}