Knowledge & Reasoning

Bayesian Argumentation-Scheme Networks: A Probabilistic Model of Argument Validity Facilitated by Argumentation Schemes EMNLP 2021 Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021 Best-Effort Synthesis: Doing Your Best Is Not Harder Than Giving Up IJCAI 2021 Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game NeurIPS 2021 Blindness to Modality Helps Entailment Graph Mining EMNLP 2021 Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia NAACL 2021 Bounded Predicates in Description Logics with Counting IJCAI 2021 Box-To-Box Transformations for Modeling Joint Hierarchies ACL 2021 BT Expansion: a Sound and Complete Algorithm for Behavior Planning of Intelligent Robots with Behavior Trees AAAI 2021 Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NeurIPS 2021 Cardinality Queries over DL-Lite Ontologies IJCAI 2021 CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts AAAI 2021 Case-based Reasoning for Natural Language Queries over Knowledge Bases EMNLP 2021 Causal Autoregressive Flows AISTATS 2021 Causal Inference for Event Pairs in Multivariate Point Processes NeurIPS 2021 CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models CVPR 2021 Change the World - How Hard Can that Be? On the Computational Complexity of Fixing Planning Models IJCAI 2021 Choosing the Initial State for Online Replanning AAAI 2021 ChronoR: Rotation Based Temporal Knowledge Graph Embedding AAAI 2021 COCO-EX: A Tool for Linking Concepts from Texts to ConceptNet EACL 2021 CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP 2021 CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021 COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion ACL 2021 Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021 (Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021