Catherine Chen

2026

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How Role-Play Shapes Relevance Judgment in Zero-Shot LLM Rankers.
Yumeng Wang|Jirui Qi|Catherine Chen|Panagiotis Eustratiadis|Suzan Verberne
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part I
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Tutorial on Mechanistic Interpretability.
Catherine Chen|Maria Heuss|Carsten Eickhoff
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part IV

2025

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Report on the Workshop on Explainability in Information Retrieval (WExIR) at SIGIR 2025.
Maria Heuss|Catherine Chen|Avishek Anand|Carsten Eickhoff|Suzan Verberne
SIGIR Forum 2025 Volume 59 Issue 2
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MechIR: A Mechanistic Interpretability Framework for Information Retrieval.
Andrew Parry|Catherine Chen|Carsten Eickhoff|Sean MacAvaney
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V
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Workshop on Explainability in Information Retrieval.
Maria Heuss|Catherine Chen|Avishek Anand|Carsten Eickhoff|Suzan Verberne
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Towards Best Practices of Axiomatic Activation Patching in Information Retrieval.
Gregory Polyakov|Catherine Chen|Carsten Eickhoff
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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Evaluating Search System Explainability with Psychometrics and Crowdsourcing.
Catherine Chen|Carsten Eickhoff
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models.
Catherine Chen|Jack Merullo|Carsten Eickhoff
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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Quantifying and Advancing Information Retrieval System Explainability.
Catherine Chen
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023