Hyperbolic deep neural networks: A survey

W Peng, T Varanka, A Mostafa, H Shi… - IEEE Transactions on …, 2021‏ - ieeexplore.ieee.org
Recently, hyperbolic deep neural networks (HDNNs) have been gaining momentum as the
deep representations in the hyperbolic space provide high fidelity embeddings with few …

Fully hyperbolic neural networks

W Chen, X Han, Y Lin, H Zhao, Z Liu, P Li… - ar** with a type taxonomy: a systematic review
R Wang, F Hou, SF Cahan, L Chen… - IEEE Transactions on …, 2022‏ - ieeexplore.ieee.org
Fine-grained entity ty** (FGET) is an important natural language processing (NLP) task. It
is to assign fine-grained semantic types of a type taxonomy (eg, Person/artist/actor) to entity …

Hyperbolic personalized tag recommendation

W Zhao, A Zhang, L Shang, Y Yu, L Zhang… - … on Database Systems …, 2022‏ - Springer
Abstract Personalized Tag Recommendation (PTR) aims to automatically generate a list of
tags for users to annotate web resources, the so-called items, according to users' tagging …

Neural natural logic inference for interpretable question answering

J Shi, X Ding, L Du, T Liu, B Qin - Proceedings of the 2021 …, 2021‏ - aclanthology.org
Many open-domain question answering problems can be cast as a textual entailment task,
where a question and candidate answers are concatenated to form hypotheses. A QA …