TY - GEN
T1 - LeafNATS
T2 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2019
AU - Shi, Tian
AU - Wang, Ping
AU - Reddy, Chandan K.
N1 - Publisher Copyright:
© 2019 The Association for Computational Linguistics.
PY - 2019
Y1 - 2019
N2 - Neural abstractive text summarization (NATS) has received a lot of attention in the past few years from both industry and academia. In this paper, we introduce an open-source toolkit, namely LeafNATS, for training and evaluation of different sequence-to-sequence based models for the NATS task, and for deploying the pre-trained models to real-world applications. The toolkit is modularized and extensible in addition to maintaining competitive performance in the NATS task. A live news blogging system has also been implemented to demonstrate how these models can aid blog/news editors by providing them suggestions of headlines and summaries of their articles.
AB - Neural abstractive text summarization (NATS) has received a lot of attention in the past few years from both industry and academia. In this paper, we introduce an open-source toolkit, namely LeafNATS, for training and evaluation of different sequence-to-sequence based models for the NATS task, and for deploying the pre-trained models to real-world applications. The toolkit is modularized and extensible in addition to maintaining competitive performance in the NATS task. A live news blogging system has also been implemented to demonstrate how these models can aid blog/news editors by providing them suggestions of headlines and summaries of their articles.
UR - http://www.scopus.com/inward/record.url?scp=85085650411&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85085650411&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85085650411
T3 - NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Demonstrations Session
SP - 66
EP - 71
BT - NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics
Y2 - 2 June 2019 through 7 June 2019
ER -