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Causal Inference

3310 directly classified papers

Papers per year

Papers

Sampling and Counting Acyclic Orientations in Chordal Graphs (Student Abstract) AAAI 2022
A Causal Debiasing Framework for Unsupervised Salient Object Detection AAAI 2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang ACL 2022
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error ACL 2022
Optimizing Global Influenza Surveillance for Locations with Deficient Data (Student Abstract) AAAI 2022
Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract) AAAI 2022
Identifiability of Linear AMP Chain Graph Models AAAI 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
Learning linear non-Gaussian directed acyclic graph with diverging number of nodes JMLR 2022
Identification of Linear Latent Variable Model with Arbitrary Distribution AAAI 2022
Reasoning about Causal Models with Infinitely Many Variables AAAI 2022
On Testing for Discrimination Using Causal Models AAAI 2022
On Instrumental Variable Regression for Deep Offline Policy Evaluation JMLR 2022
Short-Term Solar Irradiance Prediction From Sky Images With a Clear Sky Model WACV 2022
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022
Obtaining Causal Information by Merging Datasets with MAXENT AISTATS 2022
Causal Discovery and Reinforcement Learning: A Synergistic Integration PGM 2022
Knowledge transfer for learning subject-specific causal models PGM 2022
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals WACV 2022
Can AMR Assist Legal and Logical Reasoning? EMNLP 2022
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling EMNLP 2022
Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022
Inferring Implicit Relations in Complex Questions with Language Models EMNLP 2022
Bounding Counterfactuals under Selection Bias PGM 2022