conftrace_

causal intervention

110 papers

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Also known as

CI

Co-occurring keywords

causal inference (1630) spurious correlation (279) structural causal model (184) large language model (13587) language model (4599) bias mitigation (500) out-of-distribution generalization (408) mechanistic interpretability (133) counterfactual reasoning (230) causal graph (140)

Papers

Causal Discovery by Interventions via Integer Programming AAAI 2025
Fine-Grained Manipulation of Arithmetic Neurons EMNLP 2025
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025
Cross-modal Causal Relation Alignment for Video Question Grounding CVPR 2025
Language Models Encode the Value of Numbers Linearly COLING 2025
A Practical Approach to Causal Inference over Time AAAI 2025
Enhancing Relation Extraction via Supervised Rationale Verification and Feedback AAAI 2025
Causal Interventions Reveal Shared Structure Across English Filler–Gap Constructions EMNLP 2025
CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025
Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE ACL 2025
Modular Arithmetic: Language Models Solve Math Digit by Digit AACL 2025
CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025
Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding EMNLP 2025
Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders EMNLP 2025
Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025
Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models IJCAI 2025
Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention COLING 2025
Mechanistic Interpretability of Emotion Inference in Large Language Models ACL 2025
Language Models Encode Numbers Using Digit Representations in Base 10 NAACL 2025
Causal Modeling with Stationary Diffusions AISTATS 2024
Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling IJCAI 2024
Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024
On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task EMNLP 2024
Causal Bandits with General Causal Models and Interventions AISTATS 2024
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts CVPR 2024