Open gsh199449 opened 6 years ago
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised
做商品评论摘要，by aspect。首先用无监督aspect抽取的ABAE做aspect抽取，然后对每个review分割成语义块，对每个语义块做情感分类，然后通过情感分类做multitask增强，最终进行抽取式摘要。
@inproceedings{Angelidis2018SummarizingOA, title={Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised}, author={Stefanos Angelidis and Mirella Lapata}, booktitle={EMNLP}, year={2018} }
https://arxiv.org/pdf/1808.08858.pdf
EMNLP 2018 long accepted
https://github.com/stangelid/oposum
Mirella Lapata, University of Edinburgh
title
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised
notes
做商品评论摘要，by aspect。首先用无监督aspect抽取的ABAE做aspect抽取，然后对每个review分割成语义块，对每个语义块做情感分类，然后通过情感分类做multitask增强，最终进行抽取式摘要。
bibtex
@inproceedings{Angelidis2018SummarizingOA, title={Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised}, author={Stefanos Angelidis and Mirella Lapata}, booktitle={EMNLP}, year={2018} }
link
https://arxiv.org/pdf/1808.08858.pdf
publication
EMNLP 2018 long accepted
open source
https://github.com/stangelid/oposum
affiliated
Mirella Lapata, University of Edinburgh