Evaluating Search Explainability with Psychometrics and Crowdsourcing. - Catherine Chen 001; Carsten Eickhoff (CoRR, 2022)

Outlier Dimensions Encode Task Specific Knowledge. - William Rudman; Catherine Chen 001; Carsten Eickhoff (EMNLP, 2023)

Quantifying and Advancing Information Retrieval System Explainability. - Catherine Chen 001 (SIGIR, 2023)

SSE: A Metric for Evaluating Search System Explainability. - Catherine Chen 001; Carsten Eickhoff (CoRR, 2023)

Evaluating Search System Explainability with Psychometrics and Crowdsourcing. - Catherine Chen 001; Carsten Eickhoff (SIGIR, 2024)

Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. - Catherine Chen 001; Jack Merullo; Carsten Eickhoff (SIGIR, 2024)

MechIR: A Mechanistic Interpretability Framework for Information Retrieval. - Andrew Parry; Catherine Chen 001; Carsten Eickhoff; Sean MacAvaney (ECIR (5), 2025)

Workshop on Explainability in Information Retrieval. - Maria Heuss; Catherine Chen 001; Avishek Anand; Carsten Eickhoff; Suzan Verberne (SIGIR, 2025)

Towards Best Practices of Axiomatic Activation Patching in Information Retrieval. - Gregory Polyakov; Catherine Chen 001; Carsten Eickhoff (SIGIR, 2025)

Cross-Encoder Rediscovers a Semantic Variant of BM25. - Meng Lu; Catherine Chen 001; Carsten Eickhoff (CoRR, 2025)