Knowledge & Reasoning

Temporal Heterogeneous Information Network Embedding IJCAI 2021 TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths EMNLP 2021 Testing Independence Between Linear Combinations for Causal Discovery AAAI 2021 TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration NAACL 2021 The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy NeurIPS 2021 The Complexity Landscape of Claim-Augmented Argumentation Frameworks AAAI 2021 The Counterfactual NESS Definition of Causation AAAI 2021 The FairyNet Corpus - Character Networks for German Fairy Tales EMNLP 2021 The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021 Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021 Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework EMNLP 2021 Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021 Time-to-Event Models for Analyzing Reaction Time Sequences Interspeech 2021 TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting EMNLP 2021 Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection ACL 2021 Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs AAAI 2021 Towards a Linking between WordNet and Wikidata EACL 2021 Towards Automatic Bias Detection in Knowledge Graphs EMNLP 2021 Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing ICML 2021 Towards the Addition of Pronunciation Information to Lexical Semantic Resources EACL 2021 Transporting Causal Mechanisms for Unsupervised Domain Adaptation ICCV 2021 Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction ACL 2021 Type-augmented Relation Prediction in Knowledge Graphs AAAI 2021 Uncertain Decisions Facilitate Better Preference Learning NeurIPS 2021 Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding ACL 2021