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Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling



Athanasios Giannakopoulos , Maxime Coriou , Andreea Hossmann , Michael Baeriswyl , Claudiu Musat

* 5 pages, 1 figure, SDS 2019 - The 6th Swiss Conference on Data Science 

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Expanding the Text Classification Toolbox with Cross-Lingual Embeddings



Meryem M'hamdi , Robert West , Andreea Hossmann , Michael Baeriswyl , Claudiu Musat


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Structure Tree-LSTM: Structure-aware Attentional Document Encoders



Khalil Mrini , Claudiu Musat , Michael Baeriswyl , Martin Jaggi


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Embedding Individual Table Columns for Resilient SQL Chatbots



Bojan Petrovski , Ignacio Aguado , Andreea Hossmann , Michael Baeriswyl , Claudiu Musat

* SCAI, 2018 

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Simple Unsupervised Keyphrase Extraction using Sentence Embeddings



Kamil Bennani-Smires , Claudiu Musat , Andreea Hossmann , Michael Baeriswyl , Martin Jaggi


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Churn Intent Detection in Multilingual Chatbot Conversations and Social Media



Christian Abbet , Meryem M'hamdi , Athanasios Giannakopoulos , Robert West , Andreea Hossmann , Michael Baeriswyl , Claudiu Musat

* 10 pages 

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Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning



Vladimir Ilievski , Claudiu Musat , Andreea Hossmann , Michael Baeriswyl

* 7 pages (6 pages plus 1 page of references), 5 figures, 1 pseudocode figure 

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Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings



Mladen Dimovski , Claudiu Musat , Vladimir Ilievski , Andreea Hossmann , Michael Baeriswyl


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Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German



Pierre-Edouard Honnet , Andrei Popescu-Belis , Claudiu Musat , Michael Baeriswyl

* 11th Language Resources and Evaluation Conference (LREC), 7-12 May 2018, Miyazaki (Japan) 

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Diverse Beam Search for Increased Novelty in Abstractive Summarization



André Cibils , Claudiu Musat , Andreea Hossman , Michael Baeriswyl


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