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Catherine Chen

Orcid: 0009-0009-8734-436X

Affiliations:
  • Brown University, Providence, RI, USA


According to our database1, Catherine Chen authored at least 10 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Cross-Encoder Rediscovers a Semantic Variant of BM25.
[BibTeX]
[DOI]
Meng Lu
,
Catherine Chen
,
Carsten Eickhoff
CoRR, February, 2025

Towards Best Practices of Axiomatic Activation Patching in Information Retrieval.
[BibTeX]
[DOI]
Gregory Polyakov
,
Catherine Chen
,
Carsten Eickhoff
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Workshop on Explainability in Information Retrieval.
[BibTeX]
[DOI]
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, 2025

MechIR: A Mechanistic Interpretability Framework for Information Retrieval.
[BibTeX]
[DOI]
Andrew Parry
,
Catherine Chen
,
Carsten Eickhoff
,
Sean MacAvaney
Proceedings of the Advances in Information Retrieval, 2025

2024
Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models.
[BibTeX]
[DOI]
Catherine Chen
,
Jack Merullo
,
Carsten Eickhoff
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Evaluating Search System Explainability with Psychometrics and Crowdsourcing.
[BibTeX]
[DOI]
Catherine Chen
,
Carsten Eickhoff
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

2023
SSE: A Metric for Evaluating Search System Explainability.
[BibTeX]
[DOI]
Catherine Chen
,
Carsten Eickhoff
CoRR, 2023

Quantifying and Advancing Information Retrieval System Explainability.
[BibTeX]
[DOI]
Catherine Chen
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Outlier Dimensions Encode Task Specific Knowledge.
[BibTeX]
[DOI]
William Rudman
,
Catherine Chen
,
Carsten Eickhoff
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
Evaluating Search Explainability with Psychometrics and Crowdsourcing.
[BibTeX]
[DOI]
Catherine Chen
,
Carsten Eickhoff
CoRR, 2022


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