News: Home Highlights

MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models

February 24, 2017

Cross-lingual information extraction is the task of distilling facts from foreign language (e.g. Chinese text) into representations in another language that is preferred by the user (e.g. English tuples). Conventional pipeline solutions decompose the task as machine translation followed by information extraction (or vice versa). We propose a joint solution with a neural sequence model, […]

Read More

NVIDIA DGX-1 Comes to the HLTCOE

February 24, 2017

by Kevin Duh, Senior Research Scientist   The HLTCOE has acquired a NVIDIA DGX-1 Deep Learning System to support its numerous deep learning research efforts. With eight Tesla P100 GPUs, this brand new system delivers 170 teraflops of computing power (equivalent to 250 x86 servers) and has been described as an “AI Supercomputer in a […]

Read More

Human Language Technology Center of Excellence