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cs.CL2026
Dependency Reasoning for Aspect Sentiment Quadruple Prediction
Shima Esfandyar, Shima Esfandyari, Seywan Soleymanbaigi +3
Aspect Sentiment Quadruple Prediction (ASQP) is fundamentally a relational reasoning problem: identifying aspect-opinion-category-sentiment quadruples requires modeling structured…
cs.CL2026
Automated Detection and Structuring of Social Tipping Point Evidence in Climate related Documents: A Modular AI Framework
Kavindu Perera, Mohammad Abaeiani, Ekaterina Gilman +14
The climate literature has grown faster than review teams can read it. That gap matters most for a concept like the environmental social tipping point, the threshold at which a sma…
cs.CL2025
PaPaformer: Language Model from Pre-trained Parallel Paths
Joonas Tapaninaho, Mourad Oussala
The training of modern large-language models requires an increasingly amount of computation power and time. Even smaller variants, such as small-language models (SLMs), take severa…