HiCoLoRA uses hierarchical LoRA with spectral domain-slot clustering, adaptive fusion, and semantic SVD initialization to achieve SOTA zero-shot DST on MultiWOZ and SGD.
Can whisper perform speech-based in-context learning? In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.\ 13421--13425
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST
HiCoLoRA uses hierarchical LoRA with spectral domain-slot clustering, adaptive fusion, and semantic SVD initialization to achieve SOTA zero-shot DST on MultiWOZ and SGD.