Reasoning

Root Cause Analysis of Failures in Microservices through Causal Discovery NeurIPS 2022 RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space COLING 2022 Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022 Rushing and Strolling among Answer Sets – Navigation Made Easy AAAI 2022 Sample Constrained Treatment Effect Estimation NeurIPS 2022 Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models ICML 2022 Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems AACL 2022 SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance EMNLP 2022 Selection, Ignorability and Challenges With Causal Fairness CLeaR 2022 Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable JMLR 2022 Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022 Simulating Sets in Answer Set Programming IJCAI 2022 Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang ACL 2022 Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks AAAI 2022 Solving Quantitative Reasoning Problems with Language Models NeurIPS 2022 Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) AAAI 2022 Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge NeurIPS 2022 StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022 Stochastic Goal Recognition Design Problems with Suboptimal Agents AAAI 2022 Structure Learning for Directed Trees JMLR 2022 Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs IJCAI 2022 Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022 SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases EMNLP 2022 Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity NAACL 2022 Synthesis from Satisficing and Temporal Goals AAAI 2022