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event prediction

56 papers

Papers

PRISM: Calibrated Bayesian Fusion and Auditable Attribution for Reliable LLM Event Prediction from Text UAI 2026 ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization AAAI 2026 A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 DPCL-Diff:Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning AAAI 2025 ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025 FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness ACL 2025 Is Your LLM Outdated? A Deep Look at Temporal Generalization NAACL 2025 TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents AAAI 2025 Adaptive Discretization for Event PredicTion (ADEPT) AISTATS 2024 A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs AAAI 2024 Decomposable Transformer Point Processes NeurIPS 2024 DocScript: Document-level Script Event Prediction COLING 2024 Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling EMNLP 2024 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NeurIPS 2024 ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ACL 2024 Concurrent Multi-Label Prediction in Event Streams AAAI 2023 Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time Domain ACML 2023 Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NeurIPS 2023 Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction AAAI 2023 SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023 Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction AAAI 2023 Temporal Knowledge Graph Reasoning Based on N-tuple Modeling EMNLP 2023 A Graph Enhanced BERT Model for Event Prediction ACL 2022