Application of Large Language Models in the Problem of Event Forecasting

Keyphrases

• Large Language Models 100%
• Large Language Model Application 100%
• Large Language Model Agent 100%
• Event Forecasting 100%
• Forecasting System 33%
• Predictive Modeling 33%
• Opinion Leaders 33%
• News Sources 33%
• Event-based 33%
• Cooperative Systems 33%
• Agent-based Modeling 33%
• Mistral 33%
• Data Balancing 33%
• Generation Approach 33%
• Interaction with the Environment 33%
• Multi-agent Debate 33%
• Web Tasks 33%
• Regression Time Series 33%
• Sample Imbalance 33%
• Decision Interaction 33%
• Retrieval-Augmented Generation 33%
• Generative Agents 33%
• Simulation Agents 33%
• Forecast Estimates 33%
• DeepSeek 33%
• Predictive Engineering 33%

Computer Science

• Large Language Model 100%
• Agent-Based Modeling 12%
• cooperative system 12%
• Opinion Leader 12%
• multi-agent 12%
• Decision Making 12%
• Retrieval-Augmented Generation 12%