Kenneth Kwok

Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition

2019

We propose a new neural transfer method termed Dual Adversarial Transfer Network (DATNet) for addressing low-resource Named Entity Recognition (NER). Specifically, two variants of DATNet, i.e., DATNet-F and DATNet-P, are investigated to explore effective feature …

GECKA3D: A 3D Game Engine for Commonsense Knowledge Acquisition.

2016 · arXiv (Cornell University)

Commonsense knowledge representation and reasoning is key for tasks such as artificial intelligence and natural language understanding. Since commonsense consists of information that humans take for granted, gathering it is an extremely difficult task. In …

SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis

2020

Deep learning has unlocked new paths towards the emulation of the peculiarly-human capability of learning from examples. While this kind of bottom-up learning works well for tasks such as image classification or object detection, it …