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

Mar 28, 2019
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

Mar 26, 2019
Meryem M'hamdi, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat


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Structure Tree-LSTM: Structure-aware Attentional Document Encoders

Feb 26, 2019
Khalil Mrini, Claudiu Musat, Michael Baeriswyl, Martin Jaggi


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Embedding Individual Table Columns for Resilient SQL Chatbots

Nov 01, 2018
Bojan Petrovski, Ignacio Aguado, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat

* SCAI, 2018 

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Simple Unsupervised Keyphrase Extraction using Sentence Embeddings

Sep 05, 2018
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

Aug 25, 2018
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

Jul 24, 2018
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

Jul 08, 2018
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

Feb 06, 2018
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

Feb 05, 2018
André Cibils, Claudiu Musat, Andreea Hossman, Michael Baeriswyl


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GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining

Jan 16, 2018
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl


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Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision

Sep 26, 2017
Athanasios Giannakopoulos, Diego Antognini, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl


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Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets

Sep 15, 2017
Athanasios Giannakopoulos, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl

* 9 pages, 3 figures, 2 tables 8th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA), EMNLP 2017 

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