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cs.CL2026
SongSage: A Large Musical Language Model with Lyric Generative Pre-training
Jiani Guo, Jiajia Li, Jie Wu +3
Large language models have achieved significant success in various domains, yet their understanding of lyric-centric knowledge has not been fully explored. In this work, we first i…
cs.CL2025
Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction
Lu Yang, Jiajia Li, En Ci +3
Universal Information Extraction (UIE) has garnered significant attention due to its ability to address model explosion problems effectively. Extractive UIE can achieve strong perf…
cs.CL2022
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management
Jiajia Li, Lu Yang, Letian Peng +4
In recent years, machine learning - particularly deep learning - has significantly impacted the field of information management. While several strategies have been proposed to rest…