| 2026 | CoNLL | Revisiting Age of Acquisition in Curriculum Learning: Disentangling Lexical Features and Semantic Structure. | Ian Gifford, Aaron Shah, Catherine Chen, Taimaa Kassab Bachi, Eva Portelance |
| 2026 | ECIR | Tutorial on Mechanistic Interpretability. | Catherine Chen, Maria Heuss, Carsten Eickhoff |
| 2026 | ECIR | How Role-Play Shapes Relevance Judgment in Zero-Shot LLM Rankers. | Yumeng Wang, Jirui Qi, Catherine Chen, Panagiotis Eustratiadis, Suzan Verberne |
| 2026 | SIGIR | Second Workshop on Explainability in Information Retrieval. | Catherine Chen, Maria Heuss, Tanya Chowdhury, James Allan, Avishek Anand, Carsten Eickhoff, Suzan Verberne |
| 2025 | ECIR | MechIR: A Mechanistic Interpretability Framework for Information Retrieval. | Andrew Parry, Catherine Chen, Carsten Eickhoff, Sean MacAvaney |
| 2025 | EMNLP | Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25. | Meng Lu, Catherine Chen, Carsten Eickhoff |
| 2025 | SIGIR | Workshop on Explainability in Information Retrieval. | Maria Heuss, Catherine Chen, Avishek Anand, Carsten Eickhoff, Suzan Verberne |
| 2025 | SIGIR | Towards Best Practices of Axiomatic Activation Patching in Information Retrieval. | Gregory Polyakov, Catherine Chen, Carsten Eickhoff |
| 2024 | NAACL | Re-evaluating the Need for Visual Signals in Unsupervised Grammar Induction. | Boyi Li, Rodolfo Corona, Karttikeya Mangalam, Catherine Chen, Daniel Flaherty, Serge J. Belongie, Kilian Q. Weinberger, Jitendra Malik, Trevor Darrell, Dan Klein |
| 2024 | SIGIR | Evaluating Search System Explainability with Psychometrics and Crowdsourcing. | Catherine Chen, Carsten Eickhoff |
| 2024 | SIGIR | Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. | Catherine Chen, Jack Merullo, Carsten Eickhoff |
| 2023 | ACL | Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents. | Catherine Chen, Zejiang Shen, Dan Klein, Gabriel Stanovsky, Doug Downey, Kyle Lo |
| 2023 | EMNLP | Outlier Dimensions Encode Task Specific Knowledge. | William Rudman, Catherine Chen, Carsten Eickhoff |
| 2023 | SIGIR | Quantifying and Advancing Information Retrieval System Explainability. | Catherine Chen |
| 2022 | EMNLP | Attention weights accurately predict language representations in the brain. | Mathis Lamarre, Catherine Chen, Fatma Deniz |
| 2021 | NAACL | Constructing Taxonomies from Pretrained Language Models. | Catherine Chen, Kevin Lin, Dan Klein |
| 1998 | ICCV | Human Face Recognition: A Minimal Evidence Approach. | Ali Reza Mirhosseini, Catherine Chen, Tuan D. Pham, Hong Yan |
| 1997 | ICIP | A Hierarchical and Adaptive Deformable Model for Mouth Boundary Detection. | Ali Reza Mirhosseini, Hong Yan, Kin-Man Lam, Catherine Chen |