Better Together: Combining Language and Social Interactions into a Shared Representation
Yi-Yu Lai
Chang Li
Dan Goldwasser
Jennifer Neville.
TextGraphs-10, the Workshop on Graph-based Methods for Natural Language Processing, 2016
Abstract
Despite the clear inter-dependency between analyzing the interactions in social networks, and analyzing the natural language content of these interactions, these aspects are typically studied independently. In this paper we present a first step towards finding a joint representation, by embedding the two aspects into a single vector space. We show that the new representation can help improve performance in two social relations prediction tasks.
Bib Entry
@InProceedings{LLGN_ws_2016,
author =
"Yi-Yu Lai and
Chang Li and
Dan Goldwasser and
Jennifer Neville.",
title = "Better Together: Combining Language and Social Interactions into a Shared Representation",
booktitle = "TextGraphs-10, the Workshop on Graph-based Methods for Natural Language Processing",
year = "2016"
}