Knowledge & Reasoning

REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation ACL 2024 Reasoning about Causality in Games (Abstract Reprint) AAAI 2024 ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024 Recurrent Distance Filtering for Graph Representation Learning ICML 2024 Recurrent Graph Neural Networks and Their Connections to Bisimulation and Logic AAAI 2024 Redefining ABA+ Semantics via Abstract Set-to-Set Attacks AAAI 2024 Relational Programming with Foundational Models AAAI 2024 Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors ICLR 2024 Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024 Retro-fallback: retrosynthetic planning in an uncertain world ICLR 2024 Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024 Reward-Relevance-Filtered Linear Offline Reinforcement Learning AISTATS 2024 Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024 ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling IJCAI 2024 RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024 SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph ACL 2024 Safe Abductive Learning in the Presence of Inaccurate Rules AAAI 2024 SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024 Sample Complexity of Interventional Causal Representation Learning NeurIPS 2024 Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection IJCAI 2024 SAT-Based Algorithms for Regular Graph Pattern Matching AAAI 2024 Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency ICML 2024 Scalable Enumeration of Trap Spaces in Boolean Networks via Answer Set Programming AAAI 2024 Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications CoRL 2024 Score-Based Causal Discovery of Latent Variable Causal Models ICML 2024