16 citations · 27 across the 4 of their papers we have counts for
6 papers · 1 filter
A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning
Gaurav Negi, Rajdeep Sarkar, Omnia Zayed +1
Aspect-Based Sentiment Analysis (ABSA) aims to identify terms or multiword expressions (MWEs) on which sentiments are expressed and the sentiment polarities associated with them. T…
Contextual Modulation for Relation-Level Metaphor Identification
Omnia Zayed, John P. McCrae, Paul Buitelaar
Identifying metaphors in text is very challenging and requires comprehending the underlying comparison. The automation of this cognitive process has gained wide attention lately. H…
Polylingual Wordnet
Mihael Arcan, John McCrae, Paul Buitelaar
Princeton WordNet is one of the most important resources for natural language processing, but is only available for English. While it has been translated using the expand approach…
Augmenting Neural Machine Translation with Knowledge Graphs
Diego Moussallem, Mihael Arčan, Axel-Cyrille Ngonga Ngomo +1
While neural networks have been used extensively to make substantial progress in the machine translation task, they are known for being heavily dependent on the availability of lar…
Open Domain Suggestion Mining: Problem Definition and Datasets
Sapna Negi, Maarten de Rijke, Paul Buitelaar
We propose a formal definition for the task of suggestion mining in the context of a wide range of open domain applications. Human perception of the term \emph{suggestion} is subje…
Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings
Sapna Negi, Paul Buitelaar
Mining suggestion expressing sentences from a given text is a less investigated sentence classification task, and therefore lacks hand labeled benchmark datasets. In this work, we…