← Core AI
Artificial Intelligence › Core AI ›

Causal Inference

3310 directly classified papers

Papers per year

Papers

From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021
Treatment Effect Estimation with Disentangled Latent Factors AAAI 2021
ACRE: Abstract Causal REasoning Beyond Covariation CVPR 2021
Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021
CDˆ2CR: Co-reference resolution across documents and domains EACL 2021
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021
Disambiguatory Signals are Stronger in Word-initial Positions EACL 2021
Partisanship and Fear are Associated with Resistance to COVID-19 Directives EACL 2021
Joint Coreference Resolution and Character Linking for Multiparty Conversation EACL 2021
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction CONLL 2021
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection IJCNLP 2021
Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models AAAI 2021
PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception AAAI 2021
Measuring Dependence with Matrix-based Entropy Functional AAAI 2021
A Generative Adversarial Framework for Bounding Confounded Causal Effects AAAI 2021
Factoring Statutory Reasoning as Language Understanding Challenges IJCNLP 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance IJCNLP 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention IJCNLP 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks IJCNLP 2021
Estimation and Optimization of Composite Outcomes JMLR 2021
Regularizing towards Causal Invariance: Linear Models with Proxies ICML 2021
Learning Event Graph Knowledge for Abductive Reasoning IJCNLP 2021
Counterfactual Inference for Text Classification Debiasing IJCNLP 2021
Scalable Intervention Target Estimation in Linear Models NIPS 2021
Reliable Decisions with Threshold Calibration NIPS 2021