Knowledge & Reasoning

External Knowledge-Driven Argument Mining: Leveraging Attention-Enhanced Multi-Network Models EMNLP 2024 Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024 Extremely Greedy Equivalence Search UAI 2024 FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024 Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024 FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024 Faithful graphical representations of local independence AISTATS 2024 Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024 Fast Proxy Experiment Design for Causal Effect Identification NeurIPS 2024 Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation ICML 2024 Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective ICML 2024 Federated Causal Discovery from Heterogeneous Data ICLR 2024 Federated Causality Learning with Explainable Adaptive Optimization AAAI 2024 Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation NAACL 2024 Few-shot Link Prediction on Hyper-relational Facts COLING 2024 Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024 Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models AISTATS 2024 Financial Product Ontology Population with Large Language Models ACL 2024 Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024 Finite Groundings for ASP with Functions: A Journey through Consistency IJCAI 2024 First-Order Progression beyond Local-Effect and Normal Actions IJCAI 2024 First Steps in Building a Knowledge Base of Mathematical Results ACL 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 Formal Logic Enabled Personalized Federated Learning through Property Inference AAAI 2024 Formal Verification of Unknown Stochastic Systems via Non-parametric Estimation AISTATS 2024