要約生成
抽出型要約生成
→関連:
直接引用モデル
生成型要約生成
#要約
順伝播NN(直前C個の単語を入力にとるモデル)
A. M. Rush, S. Chopra, and J. Weston. A neural attention model for abstractive sentence summarization. In Proceedings of EMNLP, pages 379-389, 2015
コピー機構
C. Gulcehre et al..
Pointing the unknown words
. In Proceedings of ACL, pages 140-149,20L6.
コピー機構を要約生成に使う
seq2seq
R. Nallapati, B. Xiang, and B. Zhou.
Sequence-to-sequence RNNs for text summarization
. arXiv:1602.06023, 2016.
AMR
(
abstract meaning representation
)
S. Takase et oL.
Neural headline generation on abstract meaning representation
. In Proceedi,ngs of EMNLP, pages 1054-1059, 2016