Knowledge & Reasoning

Context-Specific Causal Discovery for Categorical Data Using Staged Trees AISTATS 2023 Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency JMLR 2023 Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023 Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers ACL 2023 Counterfactual Dynamics Forecasting – a New Setting of Quantitative Reasoning AAAI 2023 Counterfactual Identifiability of Bijective Causal Models ICML 2023 Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023 Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023 Counting and Sampling Models in First-Order Logic IJCAI 2023 Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023 Covariate balancing using the integral probability metric for causal inference ICML 2023 CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023 CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs EACL 2023 DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SemEval 2023 Data-Informed Knowledge and Strategies (Extended Abstract) IJCAI 2023 DebateKG – Automatic Policy Debate Case Creation with Semantic Knowledge Graphs EMNLP 2023 DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases ICLR 2023 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NeurIPS 2023 Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification ACL 2023 Deductive Additivity for Planning of Natural Language Proofs ACL 2023 Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ACL 2023 DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit EMNLP 2023 Description Logics with Pointwise Circumscription IJCAI 2023 Descriptive Knowledge Graph in Biomedical Domain EMNLP 2023 Detecting hidden confounding in observational data using multiple environments NeurIPS 2023