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Detecting Future-related Contexts of Entity Mentions
Puneet Prashar, Krishna Mohan Shukla, Adam Jatowt
The ability to automatically identify whether an entity is referenced in a future context can have multiple applications including decision making, planning and trend forecasting.…
cs.CL2025
Analyzing the Role of Context in Forecasting with Large Language Models
Gerrit Mutschlechner, Adam Jatowt
This study evaluates the forecasting performance of recent language models (LLMs) on binary forecasting questions. We first introduce a novel dataset of over 600 binary forecasting…