111 citations · 282 across the 52 of their papers we have counts for
6 papers · 1 filter
Senti-Attend: Image Captioning using Sentiment and Attention
Omid Mohamad Nezami, Mark Dras, Stephen Wan +1
There has been much recent work on image captioning models that describe the factual aspects of an image. Recently, some models have incorporated non-factual aspects into the capti…
Generalised Differential Privacy for Text Document Processing
Natasha Fernandes, Mark Dras, Annabelle McIver
We address the problem of how to "obfuscate" texts by removing stylistic clues which can identify authorship, whilst preserving (as much as possible) the content of the text. In th…
Automatic Recognition of Student Engagement using Deep Learning and Facial Expression
Omid Mohamad Nezami, Mark Dras, Len Hamey +3
Engagement is a key indicator of the quality of learning experience, and one that plays a major role in developing intelligent educational interfaces. Any such interface requires t…
Face-Cap: Image Captioning using Facial Expression Analysis
Omid Mohamad Nezami, Mark Dras, Peter Anderson +1
Image captioning is the process of generating a natural language description of an image. Most current image captioning models, however, do not take into account the emotional aspe…
Author Obfuscation Using Generalised Differential Privacy
Natasha Fernandes, Mark Dras, Annabelle McIver
The problem of obfuscating the authorship of a text document has received little attention in the literature to date. Current approaches are ad-hoc and rely on assumptions about an…
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen +2
We present an easy-to-use and fast toolkit, namely VnCoreNLP---a Java NLP annotation pipeline for Vietnamese. Our VnCoreNLP supports key natural language processing (NLP) tasks inc…