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event forecasting

23 papers

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Co-occurring keywords

temporal point process (77) large language model (13587) temporal knowledge graph (134) question answering (2963) language model (4599) retrieval-augmented generation (1592) event prediction (57) multiple-choice question (44) neural network (6616) temporal reasoning (313)

Papers

METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes AAAI 2026
Detecting the Future: All-at-Once Event Sequence Forecasting with Horizon Matching AAAI 2026
GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025
The Power of Simplicity in LLM-Based Event Forecasting ACL 2025
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025
Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting EMNLP 2025
OpenForecast: A Large-Scale Open-Ended Event Forecasting Dataset COLING 2025
Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025
Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework EMNLP 2025
Approaching Human-Level Forecasting with Language Models NIPS 2024
Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling EMNLP 2024
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning AAAI 2023
Automatic Integration for Spatiotemporal Neural Point Processes NIPS 2023
Knowledge-Based News Event Analysis and Forecasting Toolkit IJCAI 2022
Forecasting Future World Events With Neural Networks NIPS 2022
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ACL 2021
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data IJCNLP 2021
Attentive Neural Point Processes for Event Forecasting AAAI 2021
Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks AAAI 2020
Dynamic Measurement Scheduling for Event Forecasting using Deep RL ICML 2019
Forecasting Firm Material Events from 8-K Reports EMNLP 2019
A Model for Temporal Dependencies in Event Streams NIPS 2011