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 Bandits with General Causal Models and Interventions AISTATS 2024
Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract) AAAI 2024
AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ACL 2024
Language Models Linearly Represent Sentiment EMNLP 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
Confounded Budgeted Causal Bandits CLEAR 2024
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments NIPS 2024
Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023
Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-Identification CVPR 2023
Causal interventions expose implicit situation models for commonsense language understanding ACL 2023
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization NIPS 2023
Passive learning of active causal strategies in agents and language models NIPS 2023
Future Lens: Anticipating Subsequent Tokens from a Single Hidden State CONLL 2023
Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ACL 2023
Disentanglement of Latent Representations via Causal Interventions IJCAI 2023
Beyond Object Recognition: A New Benchmark towards Object Concept Learning ICCV 2023
Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number EMNLP 2023
Causal Intervention for Human Trajectory Prediction with Cross Attention Mechanism AAAI 2023
A Closer Look at the Intervention Procedure of Concept Bottleneck Models ICML 2023
The Functional Relevance of Probed Information: A Case Study EACL 2023
CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning CVPR 2023
Causal Intervention-based Few-Shot Named Entity Recognition EMNLP 2023
Causal Intervention for Abstractive Related Work Generation EMNLP 2023