From Documents to Segments: A Contextual Reformulation for Topic Assignment. - Hoonsang Yoon; Takyoung Kim; Wonkee Lee; Ilmin Cho; Dilek Hakkani-Tür; Stanley Jungkyu Choi (CoRR, 2026)