Catherine Chen

19 papers A* 7Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	How Role-Play Shapes Relevance Judgment in Zero-Shot LLM Rankers. ECIR (1) Yumeng Wang, Jirui Qi, Catherine Chen, Panagiotis Eustratiadis, Suzan Verberne
2026	J	`jnl`	RankSteer: Activation Steering for Pointwise LLM Ranking. CoRR Yumeng Wang, Catherine Chen, Suzan Verberne
2026	—	`conf`	Tutorial on Mechanistic Interpretability. ECIR (4) Catherine Chen, Maria Heuss, Carsten Eickhoff
2025	J	`jnl`	Cross-Encoder Rediscovers a Semantic Variant of BM25. CoRR Meng Lu, Catherine Chen, Carsten Eickhoff
2025	J	`jnl`	How role-play shapes relevance judgment in zero-shot LLM rankers. CoRR Yumeng Wang, Jirui Qi, Catherine Chen, Panagiotis Eustratiadis, Suzan Verberne
2025	—	`conf`	MechIR: A Mechanistic Interpretability Framework for Information Retrieval. ECIR (5) Andrew Parry, Catherine Chen, Carsten Eickhoff, Sean MacAvaney
2025	J	`jnl`	MechIR: A Mechanistic Interpretability Framework for Information Retrieval. CoRR Andrew Parry, Catherine Chen, Carsten Eickhoff, Sean MacAvaney
2025	A*	`conf`	Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25. EMNLP Meng Lu, Catherine Chen, Carsten Eickhoff
2025	J	`jnl`	Report on the Workshop on Explainability in Information Retrieval (WExIR) at SIGIR 2025. SIGIR Forum Maria Heuss, Catherine Chen, Avishek Anand, Carsten Eickhoff, Suzan Verberne
2025	A*	`conf`	Towards Best Practices of Axiomatic Activation Patching in Information Retrieval. SIGIR Gregory Polyakov, Catherine Chen, Carsten Eickhoff
2025	A*	`conf`	Workshop on Explainability in Information Retrieval. SIGIR Maria Heuss, Catherine Chen, Avishek Anand, Carsten Eickhoff, Suzan Verberne
2024	A*	`conf`	Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. SIGIR Catherine Chen, Jack Merullo, Carsten Eickhoff
2024	J	`jnl`	Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. CoRR Catherine Chen, Jack Merullo, Carsten Eickhoff
2024	A*	`conf`	Evaluating Search System Explainability with Psychometrics and Crowdsourcing. SIGIR Catherine Chen, Carsten Eickhoff
2023	A*	`conf`	Outlier Dimensions Encode Task Specific Knowledge. EMNLP William Rudman, Catherine Chen, Carsten Eickhoff
2023	J	`jnl`	Outlier Dimensions Encode Task-Specific Knowledge. CoRR William Rudman, Catherine Chen, Carsten Eickhoff
2023	A*	`conf`	Quantifying and Advancing Information Retrieval System Explainability. SIGIR Catherine Chen
2023	J	`jnl`	SSE: A Metric for Evaluating Search System Explainability. CoRR Catherine Chen, Carsten Eickhoff
2022	J	`jnl`	Evaluating Search Explainability with Psychometrics and Crowdsourcing. CoRR Catherine Chen, Carsten Eickhoff