Reasoning

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023 Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions NeurIPS 2023 Complementary Roles of Inference and Language Models in QA EMNLP 2023 Complexity of Reasoning with Cardinality Minimality Conditions AAAI 2023 Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NeurIPS 2023 Compositional Probabilistic and Causal Inference using Tractable Circuit Models AISTATS 2023 Conditional counterfactual causal effect for individual attribution UAI 2023 Conditional Syntax Splitting for Non-monotonic Inference Operators AAAI 2023 Conjure: Automatic Generation of Constraint Models from Problem Specifications (Extended Abstract) IJCAI 2023 Connecting Symbolic Statutory Reasoning with Legal Information Extraction EMNLP 2023 Constructing Procedural Graphs with Multiple Dependency Relations: A New Dataset and Baseline ACL 2023 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 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 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NeurIPS 2023