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20222025
most citedkNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning

2 citations · 2 across the 4 of their papers we have counts for

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cs.CL2025

Reconstructing KV Caches with Cross-layer Fusion For Enhanced Transformers

Hongzhan Lin, Zhiqi Bai, Xinmiao Zhang +10

Transformer decoders have achieved strong results across tasks, but the memory required for the KV cache becomes prohibitive at long sequence lengths. Although Cross-layer KV Cache…

cs.CL2023★ 2 cited

kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning

Wenting Zhao, Ye Liu, Yao Wan +7

Task-Oriented Parsing (TOP) enables conversational assistants to interpret user commands expressed in natural language, transforming them into structured outputs that combine eleme…