12 citations · 26 across the 4 of their papers we have counts for
5 papers
Bootstrapping Multilingual AMR with Contextual Word Alignments
Janaki Sheth, Young-Suk Lee, Ramon Fernandez Astudillo +4
We develop high performance multilingualAbstract Meaning Representation (AMR) sys-tems by projecting English AMR annotationsto other languages with weak supervision. Weachieve this…
Violation of generalized fluctuation theorems in adaptively driven steady states: Applications to hair cell oscillations
Janaki Sheth, Dolores Bozovic, Alex Levine
The spontaneously oscillating hair bundle of sensory cells in the inner ear is an example of a stochastic, nonlinear oscillator driven by internal active processes. Moreover, this…
Translating neural signals to text using a Brain-Machine Interface
Janaki Sheth, Ariel Tankus, Michelle Tran +3
Brain-Computer Interfaces (BCI) help patients with faltering communication abilities due to neurodegenerative diseases produce text or speech output by direct neural processing. Ho…
Noise-induced distortion of nonequilibrium oscillator mean limit cycle
Janaki Sheth, Dolores Bozovic, Alex Levine
Under general conditions imposed on an active stochastic oscillator, we study change in the size and shape of its average limit cycle as a function of temperature. Such dynamics oc…
Nonequilibrium limit cycle oscillators: fluctuations in hair bundle dynamics
Janaki Sheth, Dolores Bozovic, Alex Levine
We develop a framework for the general interpretation of the stochastic dynamical system near a limit cycle. Such quasi-periodic dynamics are commonly found in a variety of nonequi…