no code implementations • 24 Aug 2023 • Hannah Zhou, Allison Chen, Celine Buer, Emily Chen, Kayleen Tang, Lauryn Gong, Zhiqi Liu, Jianbin Tang
This paper presents a cost-effective, low-power approach to unintentional fall detection using knowledge distillation-based LSTM (Long Short-Term Memory) models to significantly improve accuracy.
no code implementations • 26 Jan 2021 • Lane Schwartz, Emily Chen, Hyunji Hayley Park, Edward Jahn, Sylvia L. R. Schreiner
St. Lawrence Island Yupik (ISO 639-3: ess) is an endangered polysynthetic language in the Inuit-Yupik language family indigenous to Alaska and Chukotka.
1 code implementation • 1 Oct 2020 • Emily Chen, Ashok Deb, Emilio Ferrara
With social media often dictating the tones and trends of politics-related discussion, it is of paramount important to be able to study online chatter, especially in the run up to important voting events, like in the case of the upcoming November 3, 2020 U. S. Presidential Election.
Social and Information Networks
no code implementations • LREC 2020 • Emily Chen, Hyunji Hayley Park, Lane Schwartz
In this work, we present a re-implementation of the Chen {\&} Schwartz (2018) finite-state morphological analyzer for St. Lawrence Island Yupik that incorporates new linguistic insights; in particular, in this implementation we make use of the Paradigm Function Morphology (PFM) theory of morphology.
7 code implementations • 16 Mar 2020 • Emily Chen, Kristina Lerman, Emilio Ferrara
At the time of this writing, the novel coronavirus (COVID-19) pandemic outbreak has already put tremendous strain on many countries' citizens, resources and economies around the world.
Social and Information Networks Populations and Evolution
no code implementations • ACL 2019 • Emily Chen
The adaptation of neural approaches to NLP is a landmark achievement that has called into question the utility of linguistics in the development of computational systems.
no code implementations • NAACL 2019 • Benjamin Hunt, Emily Chen, Sylvia L.R. Schreiner, Lane Schwartz
If a user searches for an inflected Yupik word form, we perform a morphological analysis and return entries for the root word and for any derivational suffixes present in the word.
no code implementations • 31 Jan 2019 • Isaac Lage, Emily Chen, Jeffrey He, Menaka Narayanan, Been Kim, Sam Gershman, Finale Doshi-Velez
Recent years have seen a boom in interest in machine learning systems that can provide a human-understandable rationale for their predictions or decisions.
no code implementations • 2 Feb 2018 • Menaka Narayanan, Emily Chen, Jeffrey He, Been Kim, Sam Gershman, Finale Doshi-Velez
Recent years have seen a boom in interest in machine learning systems that can provide a human-understandable rationale for their predictions or decisions.