Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering

Deepak Bastola, Woohyeok Choi

Legal documents pose substantial challenges for unsupervised knowledge discovery due to specialized domain terminology, multi-scale document lengths, and scarce expert annotations.…