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cs.LG2025
Machine Learning for Climate Policy: Understanding Policy Progression in the European Green Deal
Patricia West, Michelle WL Wan, Alexander Hepburn +3
Climate change demands effective legislative action to mitigate its impacts. This study explores the application of machine learning (ML) to understand the progression of climate p…
cs.LG2022
Towards Abstractive Timeline Summarisation using Preference-based Reinforcement Learning
Yuxuan Ye, Edwin Simpson
This paper introduces a novel pipeline for summarising timelines of events reported by multiple news sources. Transformer-based models for abstractive summarisation generate cohere…