Michael Baeriswyl

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 25

Top Topics

Text Classification

Transfer Learning

Top Venues

Publications

Athanasios Giannakopoulos, Maxime Coriou, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling. SDS (2019)
Malo Grisard, Petr Motlícek, Wissem Allouchi, Michael Baeriswyl, Alexandros Lazaridis, Qingran Zhan
Spoken Language Identification Using Language Bottleneck Features. TSD (2019)
Athanasios Giannakopoulos, Maxime Coriou, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling. CoRR (2019)
Khalil Mrini, Claudiu Musat, Michael Baeriswyl, Martin Jaggi
Structure Tree-LSTM: Structure-aware Attentional Document Encoders. CoRR (2019)
Meryem M'hamdi, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. CoRR (2019)
Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media. CoNLL (2018)
Vladimir Ilievski, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning. CoRR (2018)
Bojan Petrovski, Ignacio Aguado, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Embedding Individual Table Columns for Resilient SQL Chatbots. CoRR (2018)
Gaetan Ramet, Philip N. Garner, Michael Baeriswyl, Alexandros Lazaridis
Context-Aware Attention Mechanism for Speech Emotion Recognition. SLT (2018)
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
GitGraph - from Computational Subgraphs to Smaller Architecture Search Spaces. ICLR (Workshop) (2018)
André Cibils, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Diverse Beam Search for Increased Novelty in Abstractive Summarization. CoRR (2018)
Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media. CoRR (2018)
Mladen Dimovski, Vladimir Ilievski, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Submodularity-inspired Data Selection for Goal-oriented Chatbot Training based on Sentence Embeddings. CoRR (2018)
Mladen Dimovski, Claudiu Musat, Vladimir Ilievski, Andreea Hossmann, Michael Baeriswyl
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings. IJCAI (2018)
Pierre-Edouard Honnet, Andrei Popescu-Belis, Claudiu Musat, Michael Baeriswyl
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German. LREC (2018)
Bojan Petrovski, Ignacio Aguado, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat
Embedding Individual Table Columns for Resilient SQL Chatbots. SCAI@EMNLP (2018)
Kamil Bennani-Smires, Claudiu Musat, Martin Jaggi, Andreea Hossmann, Michael Baeriswyl
EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings. CoRR (2018)
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining. CoRR (2018)
Vladimir Ilievski, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning. IJCAI (2018)
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl, Martin Jaggi
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings. CoNLL (2018)
Pierre-Edouard Honnet, Andrei Popescu-Belis, Claudiu Musat, Michael Baeriswyl
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German. CoRR (2017)
Athanasios Giannakopoulos, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. WASSA@EMNLP (2017)
Athanasios Giannakopoulos, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. CoRR (2017)
Athanasios Giannakopoulos, Diego Antognini, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision. CoRR (2017)
Athanasios Giannakopoulos, Diego Antognini, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision. ICDM Workshops (2017)
Tobias Graml, Claire-Michelle Loock, Michael Baeriswyl, Thorsten Staake
Improving residential energy consumption at large using persuasive systems. ECIS (2011)
Michael Baeriswyl, Thorsten Staake, Claire-Michelle Loock
The effects of user identity and sanctions in online communities on real-world behavior. ICIS (2011)
Michael Baeriswyl, Wojtek Przepiorka, Thorsten Staake
Identifying individuals' preferences using games: A field experiment in promoting sustainable energy consumption. ICIS (2011)