arXiv Open Access 2016

Improving sentence compression by learning to predict gaze

Sigrid Klerke Yoav Goldberg Anders Søgaard

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Abstrak

We show how eye-tracking corpora can be used to improve sentence compression models, presenting a novel multi-task learning algorithm based on multi-layer LSTMs. We obtain performance competitive with or better than state-of-the-art approaches.

Topik & Kata Kunci

cs.CL

Penulis (3)

Sigrid Klerke

Yoav Goldberg

Anders Søgaard

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APA MLA BibTeX

Klerke, S., Goldberg, Y., Søgaard, A. (2016). Improving sentence compression by learning to predict gaze. https://arxiv.org/abs/1604.03357

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Informasi Jurnal

Tahun Terbit: 2016
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓