Reasoning

In Data We Trust: The Logic of Trust-Based Beliefs IJCAI 2022 Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models NeurIPS 2022 Inductive Logical Query Answering in Knowledge Graphs NeurIPS 2022 Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022 Inference and Learning with Model Uncertainty in Probabilistic Logic Programs AAAI 2022 Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022 Interactive Symbol Grounding with Complex Referential Expressions NAACL 2022 Interpretable Proof Generation via Iterative Backward Reasoning NAACL 2022 Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction AAAI 2022 Interventions, Where and How? Experimental Design for Causal Models at Scale NeurIPS 2022 Invariant Ancestry Search ICML 2022 IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection EMNLP 2022 JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization EMNLP 2022 Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022 JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering NAACL 2022 KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic Embeddings ACL 2022 KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP 2022 KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022 Knowledge-Based News Event Analysis and Forecasting Toolkit IJCAI 2022 Knowledge Compilation Meets Logical Separability AAAI 2022 Knowledge transfer for learning subject-specific causal models PGM 2022 KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022 Large-Scale Differentiable Causal Discovery of Factor Graphs NeurIPS 2022 Latent Hierarchical Causal Structure Discovery with Rank Constraints NeurIPS 2022 Latent Space Explanation by Intervention AAAI 2022