On Survivorship Bias in MS MARCO

Author:

Gupta Prashansa1,MacAvaney Sean1

Affiliation:

1. University of Glasgow, Glasgow, United Kingdom

Funder

EPSRC

Publisher

ACM

Reference28 articles.

1. Negar Arabzadeh , Alexandra Vtyurina , Xinyi Yan , and Charles L. A . Clarke . 2021 . Shallow pooling for sparse labels. arXiv:2109.00062 cs.IR Negar Arabzadeh, Alexandra Vtyurina, Xinyi Yan, and Charles L. A. Clarke. 2021. Shallow pooling for sparse labels. arXiv:2109.00062 cs.IR

2. Deciding on an adjustment for multiplicity in IR experiments

3. Nick Craswell , Bhaskar Mitra , Emine Yilmaz , and Daniel Campos . 2020 . Overview of the TREC 2020 Deep Learning Track . In Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020 , Virtual Event (Gaithersburg, Maryland, USA), November 16--20 , 2020 (NIST Special Publication, Vol. 1266). National Institute of Standards and Technology (NIST). https://trec.nist.gov/pubs/trec29/papers/ OVERVIEW.DL.pdf Nick Craswell, Bhaskar Mitra, Emine Yilmaz, and Daniel Campos. 2020. Overview of the TREC 2020 Deep Learning Track. In Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event (Gaithersburg, Maryland, USA), November 16--20, 2020 (NIST Special Publication, Vol. 1266). National Institute of Standards and Technology (NIST). https://trec.nist.gov/pubs/trec29/papers/ OVERVIEW.DL.pdf

4. Nick Craswell , Bhaskar Mitra , Emine Yilmaz , Daniel Campos , and Jimmy Lin . 2021 . MS MARCO: Benchmarking Ranking Models in the Large-Data Regime. In SIGIR'21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval , Virtual Event, Canada, July 11--15 , 2021. ACM, 1566--1576. https://doi.org/10.1145/3404835.3462804 Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, and Jimmy Lin. 2021. MS MARCO: Benchmarking Ranking Models in the Large-Data Regime. In SIGIR'21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11--15, 2021. ACM, 1566--1576. https://doi.org/10.1145/3404835.3462804

5. Nick Craswell , Bhaskar Mitra , Emine Yilmaz , Daniel Campos , and Ellen M. Voorhees . 2019. Overview of the TREC 2019 Deep Learning Track . In Proceedings of the Twenty-Eighth Text REtrieval Conference, TREC 2019 (NIST Special Publication). National Institute of Standards and Technology (NIST). Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, and Ellen M. Voorhees. 2019. Overview of the TREC 2019 Deep Learning Track. In Proceedings of the Twenty-Eighth Text REtrieval Conference, TREC 2019 (NIST Special Publication). National Institute of Standards and Technology (NIST).

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