Stop: A dataset for spoken task oriented semantic parsing

…, D Lazar, PC Hsu, D Le, A Sagar… - 2022 IEEE Spoken …, 2023 - ieeexplore.ieee.org
End-to-end spoken language understanding (SLU) predicts intent directly from audio using
a single model. It promises to improve the performance of assistant systems by leveraging …

[HTML][HTML] An effective model of the retinoic acid induced HL-60 differentiation program

…, HA Jensen, J Congleton, D Dai, KV Rogers, A Sagar… - Scientific reports, 2017 - nature.com
In this study, we present an effective model All-Trans Retinoic Acid (ATRA)-induced
differentiation of HL-60 cells. The model describes reinforcing feedback between an ATRA-inducible …

Retronlu: Retrieval augmented task-oriented semantic parsing

V Gupta, A Shrivastava, A Sagar, A Aghajanyan… - arXiv preprint arXiv …, 2021 - arxiv.org
While large pre-trained language models accumulate a lot of knowledge in their parameters,
it has been demonstrated that augmenting it with non-parametric retrieval-based memory …

Active learning for domain classification in a commercial spoken personal assistant

XC Chen, A Sagar, JT Kao, TY Li, C Klein… - arXiv preprint arXiv …, 2019 - arxiv.org
We describe a method for selecting relevant new training data for the LSTM-based domain
selection component of our personal assistant system. Adding more annotated training data …

[HTML][HTML] Dynamic modeling of the human coagulation cascade using reduced order effective kinetic models

A Sagar, JD Varner - Processes, 2015 - mdpi.com
In this study, we present a novel modeling approach which combines ordinary differential
equation (ODE) modeling with logical rules to simulate an archetype biochemical network, the …

Molecular origins of temperature-induced jamming in self-suspended hairy nanoparticles

A Agrawal, HY Yu, A Sagar, S Choudhury… - …, 2016 - ACS Publications
Suspensions of solvent-less, polymer-grafted nanoparticles have previously been reported
to exhibit enhanced elasticity, glassy dynamics, and jamming as temperature is increased. …

Lattice-based improvements for voice triggering using graph neural networks

…, N Li, S Vishnubhotla, D Naik, A Sagar… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
Voice-triggered smart assistants often rely on detection of a trigger-phrase before they start
listening for the user request. Mitigation of false triggers is an important aspect of building a …

[HTML][HTML] Dynamic modeling of cell-free biochemical networks using effective kinetic models

JA Wayman, A Sagar, JD Varner - Processes, 2015 - mdpi.com
Cell-free systems offer many advantages for the study, manipulation and modeling of
metabolism compared to in vivo processes. Many of the challenges confronting genome-scale …

[HTML][HTML] Reduced order modeling and analysis of the human complement system

A Sagar, W Dai, M Minot, R LeCover, JD Varner - PloS one, 2017 - journals.plos.org
Complement is an important pathway in innate immunity, inflammation, and many disease
processes. However, despite its importance, there are few validated mathematical models of …

Elucidating common structural features of human pathogenic variations using large‐scale atomic‐resolution protein networks

J Das, HR Lee, A Sagar, R Fragoza, J Liang… - Human …, 2014 - Wiley Online Library
With the rapid growth of structural genomics, numerous protein crystal structures have
become available. However, the parallel increase in knowledge of the functional principles …