conftrace_

causal mediation

8 papers

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Co-occurring keywords · papers mentioning both

large language model (2) indirect effect (2) causal mediation analysis (2) natural language explanation (2) sensitivity analysis (2) causal inference (2) contextual grounding (1) factual recall (1) parametric knowledge (1) causal tracing (1)

Papers

Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models EMNLP 2025 Understanding Refusal in Language Models with Sparse Autoencoders EMNLP 2025 A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia ACL 2024 Causal Dependence Plots NeurIPS 2024 Rigorously Assessing Natural Language Explanations of Neurons EMNLP 2023 Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions NeurIPS 2023 Sensitivity Analysis for Causal Mediation through Text: an Application to Political Polarization EMNLP 2021 Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects EMNLP 2021