Cluster Validation Indices as Self-Supervised Objectives for Text Representation Learning

arXiv:2610.04830 · cs.CL, cs.AI · Submitted 2026-10-04 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-10-04

Updated: 2026-10-04

Code: https://github.com/Kishor-Bhaumik/SILK

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Representation Learning — 1× in this paper · explained in 2 episodes

Sources

• Representation Learning with Contrastive Predictive Coding

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