Concept Discovery from Synonymy Graphs
This is an implementation of concept discovery (or synset induction, if you wish) approach that uses synonymy graphs. It is based on three algorithms:
- ego-network clustering for inducing the word senses (Panchenko et al., 2016),
- cosine-based sense disambiguation for disambiguating them (Faralli et al., 2016),
- Chinese Whispers for graph clustering (Biemann, 2006).
However, it is not based on distributional methods.