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Robust neural information retrieval: An adversarial and out-of-distribution perspective
Recent advances in neural information retrieval (IR) models have significantly enhanced
their effectiveness over various IR tasks. The robustness of these models, essential for …
their effectiveness over various IR tasks. The robustness of these models, essential for …
Robust information retrieval
Beyond effectiveness, the robustness of an information retrieval (IR) system is increasingly
attracting attention. When deployed, a critical technology such as IR should not only deliver …
attracting attention. When deployed, a critical technology such as IR should not only deliver …
Promptdsi: Prompt-based rehearsal-free instance-wise incremental learning for document retrieval
Differentiable Search Index (DSI) utilizes Pre-trained Language Models (PLMs) for efficient
document retrieval without relying on external indexes. However, DSI needs full re-training …
document retrieval without relying on external indexes. However, DSI needs full re-training …