most citedMethodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial

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cs.CL2026

IDRBench: Benchmarking the Interactive Capabilities of Deep Research Agents

Yingchaojie Feng, Qiang Huang, Xiaoya Xie +4

Large Language Model (LLM)-based deep research agents perform multi-step reasoning, web exploration, and long-form report generation. In these long-horizon workflows, early deviati…