Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models

Catherine Chen, Jack Merullo, Carsten Eickhoff

Neural models have demonstrated remarkable performance across diverse ranking tasks. However, the processes and internal mechanisms along which they determine relevance are still l…