作者位次 #2/7ACL 2026Poster· Natural Language Processing
SCOUT : Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification
Junhao Jia · Hanwen Zheng · Yueyi Wu · Huangwei Chen · Haishuai Wang · Jiajun Bu · Lei Wu
摘要
Natural language data is inherently noisy, yet standard interpretable models often rely on scalar similarities that obscure the true evidentiary basis of a prediction. This limitation is particularly detrimental to prototype-based classification, where traditional full-alignment mechanisms force...