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cs.CL2025
DLP: Dynamic Layerwise Pruning in Large Language Models
Yuli Chen, Bo Cheng, Jiale Han +3
Pruning has recently been widely adopted to reduce the parameter scale and improve the inference efficiency of Large Language Models (LLMs). Mainstream pruning techniques often rel…
cs.CL2025
DialogueAgents: A Hybrid Agent-Based Speech Synthesis Framework for Multi-Party Dialogue
Xiang Li, Duyi Pan, Hongru Xiao +5
Speech synthesis is crucial for human-computer interaction, enabling natural and intuitive communication. However, existing datasets involve high construction costs due to manual a…
cs.CR2025
CEFW: A Comprehensive Evaluation Framework for Watermark in Large Language Models
Shuhao Zhang, Bo Cheng, Jiale Han +4
Text watermarking provides an effective solution for identifying synthetic text generated by large language models. However, existing techniques often focus on satisfying specific…