← Core AI
Artificial Intelligence › Core AI ›

Causal Inference

3310 directly classified papers

Papers per year

Papers

Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models ACL 2021
Improving Counterfactual Generation for Fair Hate Speech Detection ACL 2021
Combining Reinforcement Learning and Causal Models for Robotics Applications IJCAI 2021
Exploring Decomposition for Table-based Fact Verification EMNLP 2021
A Psychology-Driven Computational Analysis of Political Interviews INTERSPEECH 2021
Neural markov logic networks UAI 2021
PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components UAI 2021
Invariant representation learning for treatment effect estimation UAI 2021
Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021
Diffusion Source Identification on Networks with Statistical Confidence ICML 2021
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention EMNLP 2021
Dependency in DAG models with hidden variables UAI 2021
Lifted reasoning meets weighted model integration UAI 2021
Domain adaptation under structural causal models JMLR 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP EMNLP 2021
Approximate implication with d-separation UAI 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting EMNLP 2021
Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? EMNLP 2021
A kernel two-sample test with selection bias UAI 2021
Span-based Semantic Parsing for Compositional Generalization ACL 2021
Incentivizing Compliance with Algorithmic Instruments ICML 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) ICML 2021
On Recovering from Modeling Errors Using Testing Bayesian Networks ICML 2021
Causal Augmentation for Causal Sentence Classification EMNLP 2021
Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects EMNLP 2021