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

Regularizing towards Causal Invariance: Linear Models with Proxies ICML 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation IJCNLP 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention IJCNLP 2021
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network CONLL 2021
Visual Commonsense R-CNN CVPR 2020
Two Causal Principles for Improving Visual Dialog CVPR 2020
Structural Causal Bandits with Non-Manipulable Variables AAAI 2019
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions NIPS 2018
Experimental Design for Cost-Aware Learning of Causal Graphs NIPS 2018
Experimental Design for Learning Causal Graphs with Latent Variables NIPS 2017