Lee, Ji-Ung ; Eger, Steffen ; Daxenberger, Johannes ; Gurevych, Iryna (2017)
UKP TU-DA at GermEval 2017: Deep Learning for Aspect Based Sentiment Detection.
Berlin, Germany
Conference or Workshop Item, Bibliographie
Abstract
This paper describes our submissions to the GermEval 2017 Shared Task, which focused on the analysis of customer feedback about the Deutsche Bahn AG. We used sentence embeddings and an ensemble of classifiers for two sub-tasks as well as state-of-the-art sequence taggers for two other sub-tasks. Relevant aspects to reproduce our experiments are available from https://github.com/UKPLab/germeval2017-sentiment-detection .
| Item Type: | Conference or Workshop Item | ||||
|---|---|---|---|---|---|
| Erschienen: | 2017 | ||||
| Creators: | Lee, Ji-Ung ; Eger, Steffen ; Daxenberger, Johannes ; Gurevych, Iryna | ||||
| Type of entry: | Bibliographie | ||||
| Title: | UKP TU-DA at GermEval 2017: Deep Learning for Aspect Based Sentiment Detection | ||||
| Language: | English | ||||
| Date: | September 2017 | ||||
| Journal or Publication Title: | Proceedings of the GermEval 2017 – Shared Task on Aspect-based Sentiment in Social Media Customer Feedback | ||||
| Book Title: | Proceedings of the GermEval 2017 – Shared Task on Aspect-based Sentiment in Social Media Customer Feedback | ||||
| Event Location: | Berlin, Germany | ||||
| URL / URN: | https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ... | ||||
| Abstract: | This paper describes our submissions to the GermEval 2017 Shared Task, which focused on the analysis of customer feedback about the Deutsche Bahn AG. We used sentence embeddings and an ensemble of classifiers for two sub-tasks as well as state-of-the-art sequence taggers for two other sub-tasks. Relevant aspects to reproduce our experiments are available from https://github.com/UKPLab/germeval2017-sentiment-detection . |
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| Uncontrolled Keywords: | UKP_p_ArgumenText, UKP_a_ArMin | ||||
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| Identification Number: | TUD-CS-2017-0241 | ||||
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > Ubiquitous Knowledge Processing DFG-Graduiertenkollegs DFG-Graduiertenkollegs > Research Training Group 1994 Adaptive Preparation of Information from Heterogeneous Sources |
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| Date Deposited: | 10 Sep 2017 22:54 | ||||
| Last Modified: | 24 Jan 2020 12:03 | ||||
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| Projects: | ArgumenText | ||||
| Export: | |||||
| Suche nach Titel in: | TUfind oder in Google | ||||
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