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Knowledge & Reasoning

4,397 papers (1 classified directly here)

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Papers (including subtopics)

Identifying Confounding from Causal Mechanism Shifts AISTATS 2024 Identifying General Mechanism Shifts in Linear Causal Representations NeurIPS 2024 Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024 Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024 Identifying Total Causal Effects in Linear Models under Partial Homoscedasticity PGM 2024 Ideological Knowledge Representation: Framing Climate Change in EcoLexicon COLING 2024 Image Clustering with External Guidance ICML 2024 Improving Hyperbolic Representations via Gromov-Wasserstein Regularization ECCV 2024 Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024 Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning ACL 2024 Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach ICML 2024 Individual Causal Structure Learning from Population Data IJCAI 2024 Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation AAAI 2024 Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NeurIPS 2024 Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024 INFORMEDQX: Informed Conflict Detection for Over-Constrained Problems AAAI 2024 Instantiations and Computational Aspects of Non-Flat Assumption-based Argumentation IJCAI 2024 InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024 Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders AAAI 2024 Integrated Systems for Computational Scientific Discovery AAAI 2024 Integrating Planning and Deep Reinforcement Learning via Automatic Induction of Task Substructures ICLR 2024 Intention Progression with Temporally Extended Goals IJCAI 2024 Interactive Theorem Provers: Applications in AI, Opportunities, and Challenges AAAI 2024 Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024 Interventional Causal Discovery in a Mixture of DAGs NeurIPS 2024