Layered Multistep Bidirectional Long Short-Term Memory Networks for Biomedical Word Sense Disambiguation. - Daniel Bis; Canlin Zhang; Xiuwen Liu; Zhe He 001 (BIBM, 2018)

An Analysis on the Learning Rules of the Skip-Gram Model. - Canlin Zhang; Xiuwen Liu; Daniel Bis (IJCNN, 2019)

Enhancing Prediction Models for One-Year Mortality in Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome. - Seyedeh Neelufar Payrovnaziri; Laura A. Barrett; Daniel Bis; Jiang Bian 001; Zhe He 001 (MedInfo, 2019)

Biomedical word sense disambiguation with bidirectional long short-term memory and attention-based neural networks. - Canlin Zhang; Daniel Bis; Xiuwen Liu; Zhe He 001 (BMC Bioinform., 2019)

Effects of Architecture and Training on Embedding Geometry and Feature Discriminability in BERT. - Maksim Podkorytov; Daniel Bis; Jinglun Cai; Kobra Amirizirtol; Xiuwen Liu (IJCNN, 2020)

How Can the [MASK] Know? The Sources and Limitations of Knowledge in BERT. - Maksim Podkorytov; Daniel Bis; Xiuwen Liu (IJCNN, 2021)

Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications. - Daniel Bis; Maksim Podkorytov; Xiuwen Liu (NAACL-HLT, 2021)

PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems. - Daniel Bis; Saurabh Gupta 008; Jie Hao; Xing Fan; Chenlei Guo (EMNLP (Industry Track), 2022)

ELBA: Learning by Asking for Embodied Visual Navigation and Task Completion. - Ying Shen 006; Daniel Bis; Cynthia Lu; Ismini Lourentzou (WACV, 2025)