Reasoning

Efficient Causal Structure Learning from Multiple Interventional Datasets with Unknown Targets AAAI 2022 E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022 ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler NeurIPS 2022 Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability IJCAI 2022 Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning EMNLP 2022 Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph Transformer IJCAI 2022 Entropic Causal Inference: Graph Identifiability ICML 2022 EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers ACL 2022 Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients AAAI 2022 ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022 Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs AAAI 2022 Event Causality Extraction with Event Argument Correlations COLING 2022 EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022 Explainable Reinforcement Learning via Model Transforms NeurIPS 2022 Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022 Exploring Relational Semantics for Inductive Knowledge Graph Completion AAAI 2022 Expressivity of Planning with Horn Description Logic Ontologies AAAI 2022 Extracting Operator Trees from Model Embeddings EMNLP 2022 FACT: Learning Governing Abstractions Behind Integer Sequences NeurIPS 2022 Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs ACL 2022 Few Clean Instances Help Denoising Distant Supervision COLING 2022 Finding and Listing Front-door Adjustment Sets NeurIPS 2022 Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022 Finite Entailment of Local Queries in the Z Family of Description Logics AAAI 2022 First Order Rewritability in Ontology-Mediated Querying in Horn Description Logics AAAI 2022