causal inference

1619 papers

Explore in graph

Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

Bounding Causal Effects on Continuous Outcome AAAI 2021

An Attention Based Multi-view Model for Sarcasm Cause Detection (Student Abstract) AAAI 2021

User Retention: A Causal Approach with Triple Task Modeling IJCAI 2021

Dependent Multi-Task Learning with Causal Intervention for Image Captioning IJCAI 2021

Interventional Video Grounding With Dual Contrastive Learning CVPR 2021

It’s quality and quantity: the effect of the amount of comments on online suicidal posts EMNLP 2021

A Game-Theoretic Account of Responsibility Allocation IJCAI 2021

Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community EMNLP 2021

A Survey of Online Hate Speech through the Causal Lens EMNLP 2021

What Makes a Scientific Paper be Accepted for Publication? EMNLP 2021

Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP EMNLP 2021

Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention EMNLP 2021

Counterfactual Adversarial Learning with Representation Interpolation EMNLP 2021

Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021

Multi-Cause Effect Estimation with Disentangled Confounder Representation IJCAI 2021

Knowledge-Enhanced Evidence Retrieval for Counterargument Generation EMNLP 2021

Causal Augmentation for Causal Sentence Classification EMNLP 2021

Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021

A Theory of Independent Mechanisms for Extrapolation in Generative Models AAAI 2021

Nested Counterfactual Identification from Arbitrary Surrogate Experiments NIPS 2021

Comprehensive Knowledge Distillation with Causal Intervention NIPS 2021

Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis NAACL 2021

Causal Effects of Linguistic Properties NAACL 2021

SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes NIPS 2021

A Causal Lens for Controllable Text Generation NIPS 2021