The pipeline for transforming raw governance documents into structured institutional data consists of: (1) data normalization and pairing rules to align governance snapshots across versions, (2) coreference resolution to reduce pronoun ambiguity, (3) Semantic Role Labeling (SRL) to map sentences to predicate-argument structures, (4) embedding and clustering using BERTopic to capture governance topologies, and (5) evaluation using metrics such as entropy and per-project cluster counts.

Authors

• Person: Not available Organization: arXiv
  Patterns in the Transition From Founder-Leadership to Community ...

Sources

• Patterns in the Transition From Founder-Leadership to Community ... arxiv.org arXiv via serper

Referenced by nodes (1)

• coreference resolution concept