Bootstrapping Multilingual AMR with Contextual Word Alignments

no code implementations • EACL 2021 • Janaki Sheth, Young-suk Lee, Ramon Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward

We develop high performance multilingualAbstract Meaning Representation (AMR) sys-tems by projecting English AMR annotationsto other languages with weak supervision.

Multilingual Word Embeddings Word Alignment +1

Translating neural signals to text using a Brain-Computer Interface

no code implementations • NeurIPS Workshop Neuro_AI 2019 • Janaki Sheth, Ariel Tankus, Michelle Tran, Nader Pouratian, Itzhak Fried, William Speier

To this end, we aim to create a BCI that decodes text directly from neural signals.

Brain Computer Interface

Translating neural signals to text using a Brain-Machine Interface

1 code implementation • 9 Jul 2019 • Janaki Sheth, Ariel Tankus, Michelle Tran, Nader Pouratian, Itzhak Fried, William Speier

Brain-Computer Interfaces (BCI) help patients with faltering communication abilities due to neurodegenerative diseases produce text or speech output by direct neural processing.