3 papers
cs.CL2024
End-to-end Planner Training for Language Modeling
Nathan Cornille, Florian Mai, Jingyuan Sun +1
Through end-to-end training to predict the next token, LLMs have become valuable tools for various tasks. Enhancing their core training in language modeling can improve numerous do…
cs.CV2024
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties
Jingyuan Sun, Mingxiao Li, Zijiao Chen +1
In the pursuit to understand the intricacies of human brain's visual processing, reconstructing dynamic visual experiences from brain activities emerges as a challenging yet fascin…
cs.CL2024
DMON: A Simple yet Effective Approach for Argument Structure Learning
Wei Sun, Mingxiao Li, Jingyuan Sun +2
Argument structure learning~(ASL) entails predicting relations between arguments. Because it can structure a document to facilitate its understanding, it has been widely applied in…