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Detecting Bot-Answerable Questions in Ubuntu Chat

Ubuntu’s Internet Relay Chat technical support channel has bots that output specific messages in response to command words from other channel users. These messages can be used to answer frequently-asked questions instead of requiring an expert to (repeatedly) type a lengthy reply. We describe an approach to automatically distinguish bot-answerable questions, which would mitigate this problem. T...

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Improved Deep Learning Baselines for Ubuntu Corpus Dialogs

This paper presents results of our experiments using the Ubuntu Dialog Corpus – the largest publicly available multi-turn dialog corpus. First, we use an in-house implementation of previously reported models to do an independent evaluation using the same data. Second, we evaluate the performances of various LSTMs, Bi-LSTMs and CNNs on the dataset. Third, we create an ensemble by averaging predi...

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Cloud Storage Forensics: Amazon Cloud Drive on Ubuntu

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The Ubuntu Chat Corpus for Multiparticipant Chat Analysis

We present the Ubuntu Chat Corpus as a data source for multiparticipant chat analysis. This addresses the problem of the lack of a large, publicly suitable corpora for research in this medium. The advantages of using this corpus for research is its large number of chat messages, its multiple languages, its technical nature, and all of the original chat messages are in the public domain.

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ژورنال

عنوان ژورنال: Verbum et Ecclesia

سال: 2015

ISSN: 2074-7705,1609-9982

DOI: 10.4102/ve.v36i2.1537