Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox
Picture for Michael Baeriswyl

Michael Baeriswyl

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

Figure 1 for Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling
Figure 2 for Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling
Figure 3 for Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling
Figure 4 for Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling
* 5 pages, 1 figure, SDS 2019 - The 6th Swiss Conference on Data Science 
  Access Paper or Ask Questions

Expanding the Text Classification Toolbox with Cross-Lingual Embeddings


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

Figure 1 for Expanding the Text Classification Toolbox with Cross-Lingual Embeddings
Figure 2 for Expanding the Text Classification Toolbox with Cross-Lingual Embeddings
Figure 3 for Expanding the Text Classification Toolbox with Cross-Lingual Embeddings
Figure 4 for Expanding the Text Classification Toolbox with Cross-Lingual Embeddings

  Access Paper or Ask Questions

Structure Tree-LSTM: Structure-aware Attentional Document Encoders


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

Figure 1 for Structure Tree-LSTM: Structure-aware Attentional Document Encoders
Figure 2 for Structure Tree-LSTM: Structure-aware Attentional Document Encoders
Figure 3 for Structure Tree-LSTM: Structure-aware Attentional Document Encoders
Figure 4 for Structure Tree-LSTM: Structure-aware Attentional Document Encoders

  Access Paper or Ask Questions

Embedding Individual Table Columns for Resilient SQL Chatbots


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

Figure 1 for Embedding Individual Table Columns for Resilient SQL Chatbots
Figure 2 for Embedding Individual Table Columns for Resilient SQL Chatbots
Figure 3 for Embedding Individual Table Columns for Resilient SQL Chatbots
Figure 4 for Embedding Individual Table Columns for Resilient SQL Chatbots
* SCAI, 2018 
  Access Paper or Ask Questions

Simple Unsupervised Keyphrase Extraction using Sentence Embeddings


Sep 05, 2018
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl, Martin Jaggi

Figure 1 for Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
Figure 2 for Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
Figure 3 for Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
Figure 4 for Simple Unsupervised Keyphrase Extraction using Sentence Embeddings

  Access Paper or Ask Questions

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

Figure 1 for Churn Intent Detection in Multilingual Chatbot Conversations and Social Media
Figure 2 for Churn Intent Detection in Multilingual Chatbot Conversations and Social Media
Figure 3 for Churn Intent Detection in Multilingual Chatbot Conversations and Social Media
Figure 4 for Churn Intent Detection in Multilingual Chatbot Conversations and Social Media
* 10 pages 
  Access Paper or Ask Questions

Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning


Jul 24, 2018
Vladimir Ilievski, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl

Figure 1 for Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning
Figure 2 for Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning
Figure 3 for Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning
Figure 4 for Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning
* 7 pages (6 pages plus 1 page of references), 5 figures, 1 pseudocode figure 
  Access Paper or Ask Questions

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

Figure 1 for Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings
Figure 2 for Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings
Figure 3 for Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings
Figure 4 for Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings

  Access Paper or Ask Questions

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

Figure 1 for Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German
Figure 2 for Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German
Figure 3 for Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German
Figure 4 for Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German
* 11th Language Resources and Evaluation Conference (LREC), 7-12 May 2018, Miyazaki (Japan) 
  Access Paper or Ask Questions

Diverse Beam Search for Increased Novelty in Abstractive Summarization


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

Figure 1 for Diverse Beam Search for Increased Novelty in Abstractive Summarization
Figure 2 for Diverse Beam Search for Increased Novelty in Abstractive Summarization

  Access Paper or Ask Questions

GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining


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

Figure 1 for GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining
Figure 2 for GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining
Figure 3 for GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining
Figure 4 for GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining

  Access Paper or Ask Questions

Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision


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

Figure 1 for Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision
Figure 2 for Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision
Figure 3 for Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision
Figure 4 for Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision

  Access Paper or Ask Questions

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


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

Figure 1 for Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets
Figure 2 for Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets
Figure 3 for Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets
Figure 4 for Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets
* 9 pages, 3 figures, 2 tables 8th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA), EMNLP 2017 
  Access Paper or Ask Questions