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Jiaqi Nie

2 accepted papers

2026

DSPC: Dual-Stage Progressive Compression Framework for Efficient Long-Context Reasoning

ICASSP 2026poster

Large language models (LLMs) have achieved remarkable success in many natural language processing (NLP) tasks. To achieve more accurate output, the prompts used to drive LLMs have become increasingly longer, which incurs higher computational costs. To address this prompt inflation problem, prompt co…

Cited by 0SourcePDFScholar
2024

RK-CORE: An Established Methodology for Exploring the Hierarchical Structure within Datasets

ICASSP 2024accepted

Recently, the field of machine learning has undergone a transition from model-centric to data-centric. The advancements in diverse learning tasks have been propelled by the accumulation of more extensive datasets, subsequently facilitating the training of larger models on these datasets. However, th…

Cited by 0SourceScholar