@inproceedings{loginova-neumann-2018-interactive,
title = "An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering {LSTM}",
author = {Loginova, Ekaterina and
Neumann, G{\"u}nter},
editor = "Blanco, Eduardo and
Lu, Wei",
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
month = nov,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/D18-2006",
doi = "10.18653/v1/D18-2006",
pages = "30--35",
abstract = "We present a visualisation tool which aims to illuminate the inner workings of an LSTM model for question answering. It plots heatmaps of neurons{'} firings and allows a user to check the dependency between neurons and manual features. The system possesses an interactive web-interface and can be adapted to other models and domains.",
}
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%0 Conference Proceedings
%T An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM
%A Loginova, Ekaterina
%A Neumann, Günter
%Y Blanco, Eduardo
%Y Lu, Wei
%S Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
%D 2018
%8 November
%I Association for Computational Linguistics
%C Brussels, Belgium
%F loginova-neumann-2018-interactive
%X We present a visualisation tool which aims to illuminate the inner workings of an LSTM model for question answering. It plots heatmaps of neurons’ firings and allows a user to check the dependency between neurons and manual features. The system possesses an interactive web-interface and can be adapted to other models and domains.
%R 10.18653/v1/D18-2006
%U https://aclanthology.org/D18-2006
%U https://doi.org/10.18653/v1/D18-2006
%P 30-35
Markdown (Informal)
[An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM](https://aclanthology.org/D18-2006) (Loginova & Neumann, EMNLP 2018)
ACL