BTPK-based learning: An Interpretable Method for Named Entity Recognition. - Yulin Chen; Zelai Yao; Haixiao Chi; Dov M. Gabbay; Bo Yuan 017; Bruno Bentzen; Beishui Liao (CoRR, 2022)

A self-explanatory contrastive logical knowledge learning method for sentiment analysis. - Yulin Chen; Bo Yuan 017; Beishui Liao; Dov M. Gabbay (Knowl. Based Syst., 2023)

Interpreting Pretrained Language Models via Concept Bottlenecks. - Zhen Tan 001; Lu Cheng 001; Song Wang 013; Bo Yuan 017; Jundong Li; Huan Liu 001 (PAKDD (3), 2024)

Label Distribution Learning-Enhanced Dual-KNN for Text Classification. - Bo Yuan 017; Yulin Chen; Zhen Tan 001; Jinyan Wang; Huan Liu 001; Yin Zhang (SDM, 2024)

Interpretable Biomedical Named Entity Recognition via BLSTM with Talmudic Public Announcement Logic. - Yulin Chen; Beishui Liao; Bruno Bentzen; Bo Yuan 017; Zelai Yao; Haixiao Chi; Dov M. Gabbay (CLAR, 2025)