conftrace_

causal interpretability

6 papers

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Co-occurring keywords · papers mentioning both

activation patching (2) vision-language model (2) multimodal learning (2) concept manipulation (1) emergent modularity (1) distributed alignment search (1) dynamic interpretability (1) syntactic mechanism (1) negative polarity item (1) filler-gap dependency (1)

Papers

Bridging Internal Consistency and External Alignment: A Causal and Dynamic Interpretability Framework for LLM Generation ACL 2026 Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models ACL 2026 When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training EACL 2026 V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models EMNLP 2025 CausalGym: Benchmarking causal interpretability methods on linguistic tasks ACL 2024 Developmentally Plausible Multimodal Language Models Are Highly Modular CoNLL 2024