conftrace_

instance attribution

7 papers

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IA

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model interpretability (3) model debugging (2) neuron attribution (1) training instance (1) dataset optimization (1) dataset debugging (1) fine-tuning free (1) training artifact (1) influence tuning (1) data-centric applications (1)

Papers

Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions ICML 2024 Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods ACL 2024 IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023 Combining Feature and Instance Attribution to Detect Artifacts ACL 2022 Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods EMNLP 2021 An Empirical Comparison of Instance Attribution Methods for NLP NAACL 2021 Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates EMNLP 2021