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Causal Inference

934 directly classified papers

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Papers

Time-to-Event Models for Analyzing Reaction Time Sequences INTERSPEECH 2021
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021
Inference of causal effects when control variables are unknown UAI 2021
A Bayesian nonparametric conditional two-sample test with an application to Local Causal Discovery UAI 2021
Markov equivalence of max-linear Bayesian networks UAI 2021
Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021
Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community EMNLP 2021
CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts AAAI 2021
Conditional independences and causal relations implied by sets of equations JMLR 2021
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation EMNLP 2021
Equivalent Causal Models AAAI 2021
Generating Hypothetical Events for Abductive Inference ACL 2021
A Bayesian Framework for Information-Theoretic Probing EMNLP 2021
Multivalent Entailment Graphs for Question Answering EMNLP 2021
An Attention Based Multi-view Model for Sarcasm Cause Detection (Student Abstract) AAAI 2021
Model-Free and Model-Based Policy Evaluation when Causality is Uncertain ICML 2021
Policy Analysis using Synthetic Controls in Continuous-Time ICML 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021
Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects AISTATS 2021
Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020
Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables JMLR 2020
Integrating Deep Learning with Logic Fusion for Information Extraction AAAI 2020