Ali Sabah

Short-Text Clustering Enhancement Based on Semantic-Aware Iterative Refinement

Short-text clustering (STC) remains a critical challenge in natural language processing because of the inherent sparsity, noise, and semantic ambiguity in brief textual data. Traditional methods such as TF-IDF and static embeddings are hindered by polysemy or noise challenges. This study introduces Semantic-Aware Itera...