Words are all you need? Language as an approximation for human similarity judgments.
Raja MarjiehPol van RijnIlia SucholutskyTheodore R. SumersHarin LeeThomas L. GriffithsNori JacobyPublished in: ICLR (2023)
Keyphrases
- human language
- language acquisition
- programming language
- lexical information
- linguistic knowledge
- similarity measure
- syntactic categories
- human generated
- searching in metric spaces
- n gram
- word similarity
- keywords
- document similarity
- language learning
- human judgments
- string similarity
- language specific
- human subjects
- text documents
- indian languages
- natural language
- pointwise mutual information
- distance measure
- distance function
- euclidean distance
- semantic labels
- cognitive models
- error bounds
- related words
- word pairs
- semantic similarity
- approximation algorithms