Knowledge & Reasoning
4,397 papers (1 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
1
1
9
8
16
8
17
20
20
37
18
15
41
151
214
332
425
415
532
504
706
771
136
'10
'15
'20
'25
Papers (including subtopics)
Enhancing Retrieval Systems with Inference-Time Logical Reasoning
ACL 2025
Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
ACL 2025
Enhancing Spectral GNNs: From Topology and Perturbation Perspectives
ICML 2025
Enhancing Transformers for Generalizable First-Order Logical Entailment
ACL 2025
Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection
AAAI 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
EMNLP 2025
Entailment-Preserving First-order Logic Representations in Natural Language Entailment
ACL 2025
Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering
CoRL 2025
Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering
COLING 2025
Entity Retrieval for Answering Entity-Centric Questions
NAACL 2025
EquiPose: Exploiting Permutation Equivariance for Relative Camera Pose Estimation
CVPR 2025
Estimating Network-Mediated Causal Effects via Principal Components Network Regression
JMLR 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation
ACL 2025
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
ACL 2025
EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions
ICML 2025
Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks
ACL 2025
Exogenous Isomorphism for Counterfactual Identifiability
ICML 2025
Exploring Backward Reasoning in Large Language Models
NAACL 2025
Exploring Graph Representations of Logical Forms for Language Modeling
ACL 2025
Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment
COLING 2025
Extending Complex Logical Queries on Uncertain Knowledge Graphs
ACL 2025
Extending Structural Causal Models for Autonomous Vehicles to Simplify Temporal System Construction & Enable Dynamic Interactions Between Agents
CLeaR 2025
Extracting Financial Causality through QA: Insights from FinCausal 2025 Spanish Subtask
COLING 2025
Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
ICML 2025
Facets in Argumentation: A Formal Approach to Argument Significance
IJCAI 2025