Вот, например: ERNIE: Enhanced Language Representation with Informative Entities. В этой работе освещают использование графов знаний поверх языковой модели BERT. Это позволяет получить лучшие результаты на таких задачах, как определение типа сущности (Entity Typing) и классификация взаимосвязей (Relation Classification).
https://arxiv.org/abs/1905.07129
https://paperswithcode.com/task/relation-classification
https://arxiv.org/abs/1905.07129
https://paperswithcode.com/task/relation-classification
arXiv.org
ERNIE: Enhanced Language Representation with Informative Entities
Neural language representation models such as BERT pre-trained on large-scale corpora can well capture rich semantic patterns from plain text, and be fine-tuned to consistently improve the...
Examining Menstrual Tracking to Inform the Design of Personal Informatics Tools
Daniel A. Epstein, Nicole B. Lee, Jennifer H. Kang, Elena Agapie, Jessica Schroeder, Laura R. Pina, James Fogarty, Julie A. Kientz, Sean A. Munson
http://depstein.net/assets/pubs/depstein_chi17.pdf
http://medium.com/hci-design-at-uw/what-can-we-learn-from-period-tracking-23d98e544255
https://medium.com/@nkkl/five-things-to-think-about-when-designing-a-period-tracking-app-9a79ac7cf446
Daniel A. Epstein, Nicole B. Lee, Jennifer H. Kang, Elena Agapie, Jessica Schroeder, Laura R. Pina, James Fogarty, Julie A. Kientz, Sean A. Munson
http://depstein.net/assets/pubs/depstein_chi17.pdf
http://medium.com/hci-design-at-uw/what-can-we-learn-from-period-tracking-23d98e544255
https://medium.com/@nkkl/five-things-to-think-about-when-designing-a-period-tracking-app-9a79ac7cf446
I study how personal tracking technology can acknowledge and account for the realities of everyday life. More people are tracking today than ever before, and as a result they bring more varied expertise and goals than many apps and devices are designed to accommodate. I examine how the design of tracking technology can be improved, often prototyping and evaluating new design ideas.
http://depstein.net/
Изучает Personal Informatics. Есть крутые статьи по CSCW
http://depstein.net/
Изучает Personal Informatics. Есть крутые статьи по CSCW
From "Nobody Cares" to "Way to Go!": A Design Framework for Social Sharing in Personal Informatics
http://depstein.net/assets/pubs/depstein_cscw15.pdf
http://depstein.net/assets/pubs/depstein_cscw15.pdf
Friends Don’t Need Receipts: The Curious Case of Social Awareness Streams in the Mobile Payment App Venmo
Monica Caraway, Daniel A. Epstein, Sean A. Munson
PACM on Human-Computer Interaction 1, CSCW
http://depstein.net/assets/pubs/mcaraway_cscw17.pdf
Monica Caraway, Daniel A. Epstein, Sean A. Munson
PACM on Human-Computer Interaction 1, CSCW
http://depstein.net/assets/pubs/mcaraway_cscw17.pdf