Knowledge & Reasoning

Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024 Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs ICLR 2024 Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models NeurIPS 2024 Leveraging Predicate and Triplet Learning for Scene Graph Generation CVPR 2024 Lifted Planning: Recent Advances in Planning Using First-Order Representations IJCAI 2024 Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models ACL 2024 Linear Causal Bandits: Unknown Graph and Soft Interventions NeurIPS 2024 Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs AAAI 2024 Linear-Time Verification of Data-Aware Processes Modulo Theories via Covers and Automata AAAI 2024 Link Prediction in Multilayer Networks via Cross-Network Embedding AAAI 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024 Local Causal Discovery with Linear non-Gaussian Cyclic Models AISTATS 2024 Local Causal Structure Learning in the Presence of Latent Variables ICML 2024 Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs UAI 2024 Localised Natural Causal Learning Algorithms for Weak Consistency Conditions UAI 2024 Locating and Extracting Relational Concepts in Large Language Models ACL 2024 LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024 Logic Rules as Explanations for Legal Case Retrieval COLING 2024 Long Range Propagation on Continuous-Time Dynamic Graphs ICML 2024 Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024 MAmmoTH2: Scaling Instructions from the Web NeurIPS 2024 Markov Equivalence and Consistency in Differentiable Structure Learning NeurIPS 2024 Marrying Causal Representation Learning with Dynamical Systems for Science NeurIPS 2024 MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024