PAW compiles natural language fuzzy function specifications into parameter-efficient adapters for a small frozen interpreter, matching 32B model performance with 50x less memory.
HINT : Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Program-as-Weights: A Programming Paradigm for Fuzzy Functions
PAW compiles natural language fuzzy function specifications into parameter-efficient adapters for a small frozen interpreter, matching 32B model performance with 50x less memory.