Description: Isaac Feldman's Personal Website.
A student at Dartmouth College studying computer science and linguistics who designs book arts projects and volunteers with Access Dartmouth .
I'm a software engineer and Dartmouth alum in the Seattle area. I love studying computational linguistics and compilers. Check out my work on Github .
Abstract: The paper presents a neural machine translation model and dataset for the Chibchan language Bribri, with an average performance of BLEU 16.9±1.7. This was trained on an extremely small dataset (5923 Bribri-Spanish pairs), providing evidence for the applicability of NMT in extremely low-resource environments. We discuss the challenges entailed in managing training input from languages without standard orthographies, we provide evidence of successful learning of Bribri grammar, and also examine the