conftrace_

structural causal model

184 papers

Explore in graph

Also known as

SCMS SCM

Co-occurring keywords

causal inference (1630) counterfactual reasoning (230) causal discovery (460) causal intervention (110) backdoor adjustment (34) causal effect (107) spurious correlation (279) causal identification (37) counterfactual inference (47) few-shot learning (3398)

Papers

Causal Discovery in Linear Structural Causal Models with Deterministic Relations CLEAR 2022
Causal Discovery for Linear Mixed Data CLEAR 2022
Differentiable Causal Discovery Under Latent Interventions CLEAR 2022
Diffusion Causal Models for Counterfactual Estimation CLEAR 2022
Instance-dependent Label-noise Learning under a Structural Causal Model NIPS 2021
Improving Causal Inference by Increasing Model Expressiveness AAAI 2021
Element Intervention for Open Relation Extraction ACL 2021
Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention EMNLP 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention ACL 2021
Causal Effect Inference for Structured Treatments NIPS 2021
Domain Generalization using Causal Matching ICML 2021
Counterfactual Data Augmentation for Neural Machine Translation NAACL 2021
Conditional independences and causal relations implied by sets of equations JMLR 2021
Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions AISTATS 2021
Confidence in causal discovery with linear causal models UAI 2021
Inference of causal effects when control variables are unknown UAI 2021
An Analysis of the Adaptation Speed of Causal Models AISTATS 2021
Element Intervention for Open Relation Extraction IJCNLP 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention IJCNLP 2021
Domain adaptation under structural causal models JMLR 2021
A Causal Lens for Controllable Text Generation NIPS 2021
CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models CVPR 2021
Equivalent Causal Models AAAI 2021
A Topological Perspective on Causal Inference NIPS 2021