A conceptual framework for ideology in online discourse beyond the left and right
The paper critiques current NLP+CSS methods that treat ideology as a simple left/right axis. It proposes a new framework defining ideology as a complex, multi-level network of shared values, attitudes, and beliefs. This approach moves beyond simple stance detection to model how these intricate ideological systems manifest in discourse through concepts like entailment and coherence criteria.