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Causal Inference

3310 directly classified papers

Papers per year

Papers

Operationalizing Complex Causes: A Pragmatic View of Mediation ICML 2021

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

Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction EMNLP 2021

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

Stay Together: A System for Single and Split-antecedent Anaphora Resolution NAACL 2021

Automated coherence measures fail to index thought disorder in individuals at risk for psychosis NAACL 2021

Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021

Path dependent structural equation models UAI 2021

Incorporating causal graphical prior knowledge into predictive modeling via simple data augmentation UAI 2021

Comparing Weak Admissibility Semantics to their Dung-style Counterparts (Extended Abstract) IJCAI 2021

Defining the Semantics of Abstract Argumentation Frameworks through Logic Programs and Partial Stable Models (Extended Abstract) IJCAI 2021

Open World Compositional Zero-Shot Learning CVPR 2021

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

I Beg to Differ: A study of constructive disagreement in online conversations EACL 2021

A Proxy Variable View of Shared Confounding ICML 2021

Using Psychologically-Informed Priors for Suicide Prediction in the CLPsych 2021 Shared Task NAACL 2021

Modeling Sentence Comprehension Deficits in Aphasia: A Computational Evaluation of the Direct-access Model of Retrieval NAACL 2021

A Joint Training Approach to Tweet Classification and Adverse Effect Extraction and Normalization for SMM4H 2021 NAACL 2021

An Online Sequential Test for Qualitative Treatment Effects JMLR 2021

Learning a High-dimensional Linear Structural Equation Model via l1-Regularized Regression JMLR 2021

Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations EACL 2021

Estimating Identifiable Causal Effects on Markov Equivalence Class through Double Machine Learning ICML 2021

Valid Causal Inference with (Some) Invalid Instruments ICML 2021

Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies NAACL 2021

Interventional Video Grounding With Dual Contrastive Learning CVPR 2021