Title:
|
What sentence are you referring to and why? Identifying cited sentences in scientific literature
|
Author:
|
AbuRa’ed, Ahmed; Chiruzzo, Luis; Saggion, Horacio
|
Abstract:
|
Comunicació presentada a la International Conference Recent Advances in Natural Language Processing (RANLP 2017), celebrada els dies 2 a 8 de setembre de 2017 a Varna, Bulgària. |
Abstract:
|
In the current context of scientific information
overload, text mining tools are
of paramount importance for researchers
who have to read scientific papers and assess
their value. Current citation networks,
which link papers by citation relationships
(reference and citing paper), are useful to
quantitatively understand the value of a
piece of scientific work, however they are
limited in that they do not provide information
about what specific part of the reference
paper the citing paper is referring
to. This qualitative information is very important,
for example, in the context of current
community-based scientific summarization
activities. In this paper, and relying
on an annotated dataset of co-citation
sentences, we carry out a number of experiments
aimed at, given a citation sentence,
automatically identify a part of a reference
paper being cited. Additionally our algorithm
predicts the specific reason why
such reference sentence has been cited out
of five possible reasons. |
Abstract:
|
This work is (partly) supported by the Spanish Ministry of Economy and Competitiveness under the Maria de Maeztu Units of Excellence Programme (MDM-2015-0502) and by the TUNER project (TIN2015-65308-C5-5-R, MINECO/FEDER, UE). |
Subject(s):
|
-Tractament del llenguatge natural (Informàtica) |
Rights:
|
© ACL, Creative Commons Attribution 4.0 License
http://creativecommons.org/licenses/by/4.0/ |
Document type:
|
Conference Object Article - Published version |
Published by:
|
ACL (Association for Computational Linguistics)
|
Share:
|
|