Takuto Tadokoro, Ryosuke Yamanishi: Visualization of Lyrics-Specific Collocations Through Query Interpretation by Large Language Model, 28th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, (to appear), 2024年9月

There exist words and collocations unique to the theme of the lyrics. To support lyric writing, it is important to understand the conventions and examples of words and collocations unique to lyric themes.
In this paper, we visualize words and collocations in lyrics by a collocation network. The proposed system interprets queries to keywords using the Large Language Model for the instances retrieval from the concept. We examined the query-specific language expressions of lyrics. In the experiment, we discussed the results from different perspectives: words and network structure. It was found that there were significant differences in the linked words and network structure for each query, even though the target word of analysis was the same. We believe that the visualization of collocations in lyrics will help lyrics writing and understand the lyrics-specific expressions.