31 citations · 67 across the 9 of their papers we have counts for
6 papers · 1 filter
Template-based Abstractive Microblog Opinion Summarisation
Iman Munire Bilal, Bo Wang, Adam Tsakalidis +3
We introduce the task of microblog opinion summarisation (MOS) and share a dataset of 3100 gold-standard opinion summaries to facilitate research in this domain. The dataset contai…
Semantic Journeys: Quantifying Change in Emoji Meaning from 2012-2018
Alexander Robertson, Farhana Ferdousi Liza, Dong Nguyen +2
The semantics of emoji has, to date, been considered from a static perspective. We offer the first longitudinal study of how emoji semantics changes over time, applying techniques…
HateCheck: Functional Tests for Hate Speech Detection Models
Paul Röttger, Bertram Vidgen, Dong Nguyen +3
Detecting online hate is a difficult task that even state-of-the-art models struggle with. Typically, hate speech detection models are evaluated by measuring their performance on h…
Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification
Nicole Peinelt, Dong Nguyen, Maria Liakata
Question paraphrase identification is a key task in Community Question Answering (CQA) to determine if an incoming question has been previously asked. Many current models use word…
Emo, Love, and God: Making Sense of Urban Dictionary, a Crowd-Sourced Online Dictionary
Dong Nguyen, Barbara McGillivray, Taha Yasseri
The Internet facilitates large-scale collaborative projects and the emergence of Web 2.0 platforms, where producers and consumers of content unify, has drastically changed the info…
A Kernel Independence Test for Geographical Language Variation
Dong Nguyen, Jacob Eisenstein
Quantifying the degree of spatial dependence for linguistic variables is a key task for analyzing dialectal variation. However, existing approaches have important drawbacks. First,…