1 code implementation • 26 Jul 2023 • Xuhai Xu, Bingsheng Yao, Yuanzhe Dong, Saadia Gabriel, Hong Yu, James Hendler, Marzyeh Ghassemi, Anind K. Dey, Dakuo Wang
More importantly, our experiments show that instruction finetuning can significantly boost the performance of LLMs for all tasks simultaneously.
1 code implementation • 4 Nov 2022 • Xuhai Xu, Han Zhang, Yasaman Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin Kuehn, Mike Merrill, Paula Nurius, Shwetak Patel, Tim Althoff, Margaret E. Morris, Eve Riskin, Jennifer Mankoff, Anind K. Dey
We envision our multi-year datasets can support the ML community in developing generalizable longitudinal behavior modeling algorithms.
no code implementations • 7 Aug 2020 • Momin M. Malik, Afsaneh Doryab, Michael Merrill, Jürgen Pfeffer, Anind K. Dey
We present a study to detect friendship, its strength, and its change from smartphone location data collectedamong members of a fraternity.
no code implementations • 18 Dec 2018 • Afsaneh Doryab, Prerna Chikarsel, Xinwen Liu, Anind K. Dey
The rich set of sensors in smartphones and wearable devices provides the possibility to passively collect streams of data in the wild.