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explainable classification

7 papers

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Co-occurring keywords · papers mentioning both

text classification (2) explainable text classification (1) microvascular invasion (1) instance explanation (1) black-box classifier (1) image schema (1) end-to-end differentiable training (1) prototype-based explanation (1) sentence-level prototype (1) human annotation alignment (1)

Papers

Making Sense of LLM Decisions: A Prototype-based Framework for Explainable Classification AAAI 2026 AMREx: AMR for Explainable Fact Verification EMNLP 2024 Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training EMNLP 2024 A Loopback Network for Explainable Microvascular Invasion Classification CVPR 2023 Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language Processing COLING 2022 MARTA: Leveraging Human Rationales for Explainable Text Classification AAAI 2021 How to Explain Individual Classification Decisions JMLR 2010