Can syntax help? Improving an LSTM-based Sentence Compression Model for New Domains
In this paper, we study how to improve thedomain adaptability of a deletion-basedLong Short-Term Memory (LSTM) neuralnetwork model for sentence compression.We hypothesize that syntactic informationhelps in making such modelsmore robust across domains. We proposetwo major changes to the model: usinge...
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| Main Authors: | , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2017
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/3901 https://ink.library.smu.edu.sg/context/sis_research/article/4903/viewcontent/P17_1127.pdf |
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| Institution: | Singapore Management University |
| Language: | English |