Meetings are a key component of human collaboration. As increasing numbers of meetings are recorded and transcribed, meeting summaries have become essential to remind those …
Over-dependence on domain ontology and lack of knowledge sharing across domains are two practical and yet less studied problems of dialogue state tracking. Existing approaches …
Numerous approaches for identifying important content for automatic text summarization have been developed to date. Topic representation approaches first derive an intermediate …
H Lin, J Bilmes - Proceedings of the 49th annual meeting of the …, 2011 - aclanthology.org
We design a class of submodular functions meant for document summarization tasks. These functions each combine two terms, one which encourages the summary to be representative …
Understanding natural language involves recognizing how multiple event mentions structurally and temporally interact with each other. In this process, one can induce event …
A Nenkova, K McKeown - Foundations and Trends® in …, 2011 - nowpublishers.com
It has now been 50 years since the publication of Luhn's seminal paper on automatic summarization. During these years the practical need for automatic summarization has …
V Gupta, GS Lehal - Journal of emerging technologies in web intelligence, 2010 - Citeseer
Text Summarization is condensing the source text into a shorter version preserving its information content and overall meaning. It is very difficult for human beings to manually …
The past few years have witnessed increased interest in the potential use of wireless sensor networks (WSNs) in applications such as disaster management, combat field …
In this paper, we propose a simple, fast decoding algorithm that fosters diversity in neural generation. The algorithm modifies the standard beam search algorithm by adding an inter …