causal intervention

Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025 Language Models Encode Numbers Using Digit Representations in Base 10 NAACL 2025 Language Models Encode the Value of Numbers Linearly COLING 2025 Mechanistic Interpretability of Emotion Inference in Large Language Models ACL 2025 Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework AAAI 2025 Modular Arithmetic: Language Models Solve Math Digit by Digit IJCNLP 2025 The Causal Information Bottleneck and Optimal Causal Variable Abstractions UAI 2025 The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025 AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024 Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments NeurIPS 2024 Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling IJCAI 2024 Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract) AAAI 2024 Causal ATTention Multiple Instance Learning for Whole Slide Image Classification ACML 2024 Causal Bandits with General Causal Models and Interventions AISTATS 2024 Causal Modeling with Stationary Diffusions AISTATS 2024 Characterising Interventions in Causal Games UAI 2024 Confounded Budgeted Causal Bandits CLeaR 2024 De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts CVPR 2024 DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ACL 2024 In Pursuit of Causal Label Correlations for Multi-label Image Recognition NeurIPS 2024 Language Models Linearly Represent Sentiment EMNLP 2024 On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task EMNLP 2024 Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024 Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning AAAI 2024 Topic-Aware Causal Intervention for Counterfactual Detection EMNLP 2024