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Causal Inference

3310 directly classified papers

Papers per year

Papers

Cardinality-Regularized Hawkes-Granger Model NIPS 2021

Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization NIPS 2021

Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models IJCNLP 2021

Mitigating Biases in Toxic Language Detection through Invariant Rationalization IJCNLP 2021

Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding EMNLP 2021

The Counterfactual NESS Definition of Causation AAAI 2021

Generating Hypothetical Events for Abductive Inference ACL 2021

Acoustic Indicators of Speech Motor Coordination in Adults With and Without Traumatic Brain Injury INTERSPEECH 2021

Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction ACL 2021

A Data Driven, Convex Optimization Approach to Learning Koopman Operators L4DC 2021

Detecting Human-Object Relationships in Videos ICCV 2021

Zero-Shot Day-Night Domain Adaptation With a Physics Prior ICCV 2021

Bifurcation Spiking Neural Network JMLR 2021

GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning AAAI 2021

Equivalent Causal Models AAAI 2021

Learning Faithful Representations of Causal Graphs IJCNLP 2021

ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning IJCNLP 2021

What is Your Article Based On? Inferring Fine-grained Provenance IJCNLP 2021

Table-based Fact Verification With Salience-aware Learning EMNLP 2021

How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? ACL 2021

Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) AAAI 2021

Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience NIPS 2021

Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a Survey IJCAI 2021

Exploratory Machine Learning with Unknown Unknowns AAAI 2021

Directed Acyclic Graph Network for Conversational Emotion Recognition IJCNLP 2021