Knowledge & Reasoning
4,397 papers (1 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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9
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16
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17
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20
37
18
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41
151
214
332
425
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532
504
706
771
136
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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