Knowledge & Reasoning

Causality Inspired Representation Learning for Domain Generalization CVPR 2022 Causal structure-based root cause analysis of outliers ICML 2022 Chaining Simultaneous Thoughts for Numerical Reasoning EMNLP 2022 Characterizing the Program Expressive Power of Existential Rule Languages AAAI 2022 ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022 CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022 Classical Planning with Avoid Conditions AAAI 2022 CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022 CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge ACL 2022 ComFact: A Benchmark for Linking Contextual Commonsense Knowledge EMNLP 2022 Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022 Competing for Resources: Estimating Adversary Strategy for Effective Plan Generation AAAI 2022 Compilation of Aggregates in ASP Systems AAAI 2022 Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform EMNLP 2022 Complex Query Answering with Neural Link Predictors (Extended Abstract)* IJCAI 2022 Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022 Composing Neural Learning and Symbolic Reasoning with an Application to Visual Discrimination IJCAI 2022 Compositional Semantics and Inference System for Temporal Order based on Japanese CCG ACL 2022 Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022 Conditional Independence for Iterated Belief Revision IJCAI 2022 Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery NeurIPS 2022 Considering Constraint Monotonicity and Foundedness in Answer Set Programming IJCAI 2022 Construction of Hierarchical Structured Knowledge-based Recommendation Dialogue Dataset and Dialogue System ACL 2022 Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022 Contrastive Language-Image Pre-Training with Knowledge Graphs NeurIPS 2022