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Knowledge & Reasoning

3,940 papers (1 classified directly here)

Subtopics

Reasoning (2,428) Representation (1,906)

Papers per year

17
13
418
543
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Papers (including subtopics)

DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024
Back to the Continuous Attractor NIPS 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant EMNLP 2024
Ordering-Based Causal Discovery for Linear and Nonlinear Relations NIPS 2024
Out-of-Distribution Detection With Logical Reasoning WACV 2024
Multi-Domain Causal Representation Learning via Weak Distributional Invariances AISTATS 2024
Detecting and Measuring Confounding Using Causal Mechanism Shifts NIPS 2024
Bilateral Gradual Semantics for Weighted Argumentation AAAI 2024
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024
INFORMEDQX: Informed Conflict Detection for Over-Constrained Problems AAAI 2024
Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024
A Logic for Reasoning about Aggregate-Combine Graph Neural Networks IJCAI 2024
Deep Equilibrium Algorithmic Reasoning NIPS 2024
Discovering Heterogeneous Causal Effects in Relational Data AAAI 2024
Proving Theorems Recursively NIPS 2024
DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach NIPS 2024
Epistemology of Language Models: Do Language Models Have Holistic Knowledge? ACL 2024
Pauk at SemEval-2024 Task 4: A Neuro-Symbolic Method for Consistent Classification of Propaganda Techniques in Memes SEMEVAL 2024
Qualitative Mechanism Independence NIPS 2024
Provably Safe Neural Network Controllers via Differential Dynamic Logic NIPS 2024
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024
Identifiability Analysis of Linear ODE Systems with Hidden Confounders NIPS 2024
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NIPS 2024
An effective framework for estimating individualized treatment rules NIPS 2024