no code implementations • 21 Aug 2019 • Sarthak Dash, Michael R. Glass, Alfio Gliozzo, Mustafa Canim
In addition to that, the system uses a deep learning approach for knowledge base completion by utilizing the global structure information of the induced KG to further refine the confidence of the newly discovered relations.
no code implementations • 20 Aug 2019 • Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson
We use this measure, which we call "Predict To Learn" ("P2L"), in the two very different domains of images and semantic relations, where it predicts, from a set of "source" models, the one model most likely to produce effective transfer for training a given "target" model.
no code implementations • 23 Sep 2017 • Michael R. Glass, Md. Faisal Mahbub Chowdhury, Alfio M. Gliozzo
This paper addresses automatic extraction of abbreviations (encompassing acronyms and initialisms) and corresponding long-form expansions from plain unstructured text.
2 code implementations • 7 Aug 2015 • Minwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, Bo-Wen Zhou
We apply a general deep learning framework to address the non-factoid question answering task.