relational learning

84 papers

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Co-occurring keywords

knowledge graph (1795) link prediction (620) graph neural network (3945) knowledge graph embedding (300) few-shot learning (3390) representation learning (6174) relational reasoning (103) gaussian process (1198) first-order logic (168) statistical relational learning (24)

Papers

An Approach Towards Developing Relationally Intelligent Multimodal Framework for Stock Movement Prediction (Student Abstract) AAAI 2026

Why Isn’t Relational Learning Taking Over the World? AAAI 2026

Thesis Proposal: Uncertainty in Knowledge Graph Embeddings NAACL 2025

Detecting Illicit Massage Businesses by Leveraging Graph Machine Learning IJCAI 2025

Meta-Semantics Augmented Few-Shot Relational Learning EMNLP 2025

Large Language Models are Good Relational Learners ACL 2025

zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models NAACL 2024

NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024

Relational Concept Bottleneck Models NIPS 2024

Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents COLING 2024

Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting IJCAI 2023

Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning CVPR 2023

Exploring Group Video Captioning with Efficient Relational Approximation ICCV 2023

Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process AAAI 2022

Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NIPS 2022

Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems NIPS 2022

Relational Neural Markov Random Fields AISTATS 2022

Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022

Tell me why! Explanations support learning relational and causal structure ICML 2022

Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022

Inductive Relation Prediction by BERT AAAI 2022

GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling AAAI 2021

Knowledge Router: Learning Disentangled Representations for Knowledge Graphs NAACL 2021

TIMERS: Document-level Temporal Relation Extraction ACL 2021

Multi-Modal Multi-Action Video Recognition ICCV 2021