Reasoning

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 Bounded Predicates in Description Logics with Counting IJCAI 2021 BT Expansion: a Sound and Complete Algorithm for Behavior Planning of Intelligent Robots with Behavior Trees AAAI 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 COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion ACL 2021 Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021 Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph EMNLP 2021 Comparing Weak Admissibility Semantics to their Dung-style Counterparts (Extended Abstract) IJCAI 2021 Compositional Neural Logic Programming IJCAI 2021 Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression ICML 2021 Conditional independences and causal relations implied by sets of equations JMLR 2021 Conditional Inference under Disjunctive Rationality AAAI 2021 Conditional Link Prediction of Category-Implicit Keypoint Detection WACV 2021 ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs NeurIPS 2021