Benchmarks five compressed transformer models for multi-platform sentiment classification on 15-minute city discourse, reporting DistilRoBERTa highest F1 of 0.8292 and platform-specific performance differences.
The concept of a walkable city as an alternative form of urban mobility
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
-
A Transformer-Based Cross-Platform Analysis of Public Discourse on the 15-Minute City Paradigm
Benchmarks five compressed transformer models for multi-platform sentiment classification on 15-minute city discourse, reporting DistilRoBERTa highest F1 of 0.8292 and platform-specific performance differences.