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cs.CL2026
Crayotter: Learning Long-Horizon Video Editing Agents via Group-Relative Preference Backpropagation
Lecheng Yan, Jianze Lin, Yichong Zhang +5
Long-horizon video editing agents receive final-product feedback only after many interdependent decisions. Yet editing quality is subjective, admits multiple valid solutions, and i…
cs.CL2026
Decoding EEG Signals to Explore Next-Word Predictability in the Human Brain
Boi Mai Quach, Binh T. Nguyen, Cathal Gurrin +1
Humans invented reading and have passed down this complex skill across generations through language. This study provides empirical evidence of the neural mechanisms underlying bott…
cs.CL2026
Encoding EEG Signals to Examine Human-Like Next-Word Prediction Behaviour in Language Models
Boi Mai Quach, Binh T. Nguyen, Cathal Gurrin +1
Language models (LMs) are trained to excel at predicting the next word in the sequence given prior context, and humans also share this predictability in reading comprehension. Neur…