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

Functional causal Bayesian optimization UAI 2023
Future Lens: Anticipating Subsequent Tokens from a Single Hidden State EMNLP 2023
A Causal View of Entity Bias in (Large) Language Models EMNLP 2023
Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection ACL 2023
Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View ACL 2022
Causal Intervention Improves Implicit Sentiment Analysis COLING 2022
Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction AAAI 2022
Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022
Latent Space Explanation by Intervention AAAI 2022
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022
Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022
Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition AAAI 2022
Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022
Tell me why! Explanations support learning relational and causal structure ICML 2022
Locating and Editing Factual Associations in GPT NIPS 2022
Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction IJCAI 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention ACL 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL 2021
Causal Attention for Vision-Language Tasks CVPR 2021
Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning NIPS 2021
Generative Interventions for Causal Learning CVPR 2021
Causal Attention for Unbiased Visual Recognition ICCV 2021
Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021