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Causal Inference

3310 directly classified papers

Papers per year

Papers

Learning Faithful Representations of Causal Graphs ACL 2021
Mapping probability word problems to executable representations EMNLP 2021
An Information-Theoretic Approach on Causal Structure Learning for Heterogeneous Data Characteristics of Real-World Scenarios IJCAI 2021
Causal Discovery with Multi-Domain LiNGAM for Latent Factors IJCAI 2021
A Ladder of Causal Distances IJCAI 2021
Causal Attention for Unbiased Visual Recognition ICCV 2021
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects AISTATS 2021
Causal Learning for Socially Responsible AI IJCAI 2021
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021
Event Time Extraction and Propagation via Graph Attention Networks NAACL 2021
Temporal Reasoning on Implicit Events from Distant Supervision NAACL 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction NAACL 2021
Enhancing Multiple-Choice Question Answering with Causal Knowledge NAACL 2021
Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation EMNLP 2021
Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models ACL 2021
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding IJCAI 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance ACL 2021
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP ACL 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention ACL 2021
Inferring Time-delayed Causal Relations in POMDPs from the Principle of Independence of Cause and Mechanism IJCAI 2021
Dependent Multi-Task Learning with Causal Intervention for Image Captioning IJCAI 2021
Ordering-Based Causal Discovery with Reinforcement Learning IJCAI 2021
Objective-aware Traffic Simulation via Inverse Reinforcement Learning IJCAI 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ACL 2021