Knowledge & Reasoning

The Hardness of Reasoning about Probabilities and Causality IJCAI 2023 The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023 The Proximal ID Algorithm JMLR 2023 The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing ACL 2023 THiFLY Research at SemEval-2023 Task 7: A Multi-granularity System for CTR-based Textual Entailment and Evidence Retrieval SemEval 2023 TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs ICLR 2023 TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles EMNLP 2023 To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion ACL 2023 Topic Ontologies for Arguments EACL 2023 Toward Consistent and Informative Event-Event Temporal Relation Extraction ACL 2023 Towards Automated Modeling Assistance: An Efficient Approach for Repairing Flawed Planning Domains AAAI 2023 Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases AAAI 2023 Towards Concept-Aware Large Language Models EMNLP 2023 Towards Enhancing Relational Rules for Knowledge Graph Link Prediction EMNLP 2023 Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples EMNLP 2023 Towards Trustworthy Explanation: On Causal Rationalization ICML 2023 Tractable Diversity: Scalable Multiperspective Ontology Management via Standpoint EL IJCAI 2023 TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers AAAI 2023 TREA: Tree-Structure Reasoning Schema for Conversational Recommendation ACL 2023 Treewidth-Aware Complexity for Evaluating Epistemic Logic Programs IJCAI 2023 Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks ACL 2023 TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy EMNLP 2023 Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery NeurIPS 2023 Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees AISTATS 2023 UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition ACL 2023