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2018 EMNLP EMNLP 2018

An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM

AbstractWe 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.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing
📈 Trend Setter - Question Answering
🐣 Hot Topic Early Bird - model interpretability

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