TY - GEN
T1 - Monitoring geographical entities with temporal awareness in tweets
AU - Matsuda, Koji
AU - Sango, Mizuki
AU - Okazaki, Naoaki
AU - Inui, Kentaro
N1 - Funding Information:
This work was partially supported by Research and Development on Real World Big Data Integration and Analysis, MEXT, Japan.
Publisher Copyright:
© Springer Nature Switzerland AG 2018.
PY - 2018
Y1 - 2018
N2 - To extract real-time information referring to a specific place from social network service texts such as tweets, it is necessary to analyze the temporal semantics of the reference. To solve this problem, we created a corpus with multiple annotations for more than 10,000 tweets using crowdsourcing. We constructed an automatic analysis model based on multiple neural networks and compared their characteristics. Our dataset and codes are released in our website (http://www.cl.ecei.tohoku.ac.jp/~matsuda/TA_corpus/).
AB - To extract real-time information referring to a specific place from social network service texts such as tweets, it is necessary to analyze the temporal semantics of the reference. To solve this problem, we created a corpus with multiple annotations for more than 10,000 tweets using crowdsourcing. We constructed an automatic analysis model based on multiple neural networks and compared their characteristics. Our dataset and codes are released in our website (http://www.cl.ecei.tohoku.ac.jp/~matsuda/TA_corpus/).
UR - http://www.scopus.com/inward/record.url?scp=85055677800&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85055677800&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-77116-8_28
DO - 10.1007/978-3-319-77116-8_28
M3 - Conference contribution
AN - SCOPUS:85055677800
SN - 9783319771151
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 379
EP - 390
BT - Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Revised Selected Papers
A2 - Gelbukh, Alexander
PB - Springer Verlag
T2 - 18th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017
Y2 - 17 April 2017 through 23 April 2017
ER -