conftrace_
← Reasoning
Knowledge & Reasoning › Reasoning ›

Causal Inference

936 papers

Papers per year

8
11
91
107
'10
'15
'20
'25

Papers

NeuInfer: Knowledge Inference on N-ary Facts ACL 2020
Language (Re)modelling: Towards Embodied Language Understanding ACL 2020
Rˆ3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge ACL 2020
Commonsense Reasoning for Natural Language Processing ACL 2020
Ivy: Instrumental Variable Synthesis for Causal Inference AISTATS 2020
DYNOTEARS: Structure Learning from Time-Series Data AISTATS 2020
On Pruning for Score-Based Bayesian Network Structure Learning AISTATS 2020
Causal Bayesian Optimization AISTATS 2020
Causal inference in degenerate systems: An impossibility result AISTATS 2020
On the Completeness of Causal Discovery in the Presence of Latent Confounding with Tiered Background Knowledge AISTATS 2020
Ordering-Based Causal Structure Learning in the Presence of Latent Variables AISTATS 2020
SemEval-2020 Task 5: Counterfactual Recognition COLING 2020
Unbiased Scene Graph Generation From Biased Training CVPR 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020
Table Fact Verification with Structure-Aware Transformer EMNLP 2020
Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020
Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020
Causal Inference of Script Knowledge EMNLP 2020
Social Commonsense Reasoning with Multi-Head Knowledge Attention EMNLP 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification EMNLP 2020
Efficient Intervention Design for Causal Discovery with Latents ICML 2020
Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders ICML 2020
Strategic Classification is Causal Modeling in Disguise ICML 2020
Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models ICML 2020