ICML 2019 Expo Talk

June 9, 2019

Expo Schedule »

NLP Architect by Intel AI Lab

Sponsor: Intel AI

Presenters:
Yinyin Liu (Intel AI)

http://nlp_architect.nervanasys.com/
Abstract:

Deep learning, powerful computing resources and greater access to useful datasets drove many advances in Natural Language Processing (NLP) in recent years. At Intel AIResearch, our team of NLP researchers and developers released NLP Architect, an open source library, fully based on DL topologies, to share with the community and create a platform for future research and collaborations. In this session, we will discuss NLP Architect features and demonstrate how easily non-ML/NLP developers can build advanced NLP applications such as unsupervised AspectBased Sentiment Analysis (ABSA), Set-Term Expansion, and Topic & Trend extraction. NLP Architect comes with a large number of models implementing SOTA algorithms and provides end-to-end examples of training and inference processes. In addition, the library is modular for easy integration and includes functionalities, such as data pipelines, dataset loader, common functional calls, and utilities related to NLP.