Note
Since Aug. 2016, I don't work at CIS anymore. You can still reach out
to me via my email though (see Contact).
Last update of this page: 2016-08-09.
Contact
Sebastian Ebert
University of Munich (LMU)
Computational Linguistics
Oettingenstr. 67
80538 Munich, Germany
Phone: ++49 89 - 2180 9707
Room: C107
ebert (at) cis (dot) lmu (dot) de
Research Interest
Natural Language Processing, Sentiment Analysis, Deep Learning, Neural Language Models
Publications
-
Ebert, Sebastian; Müller, Thomas; Schütze, Hinrich (2016):
LAMB: A Good Shepherd of Morphologically Rich Languages
In: Proceedings of the 2016 Conference on Empirical Methods in
Natural Language Processing. EMNLP 2016. accepted
[supplementary
material (4 MB)]
-
Yin, Wenpeng; Ebert, Sebastian; Schütze, Hinrich (2016):
Attention-based convolutional neural network for machine comprehension
In: Proceedings of the Workshop on Human-Computer Question
Answering
[bibtex]
-
Rothe, Sascha; Ebert, Sebastian; Schütze, Hinrich (2016):
Ultradense Word Embeddings by Orthogonal Transformation
In: Proceedings of the 2016 Conference of the North American
Chapter of the Association for Computational Linguistics: Human
Language. NAACL 2016
[bibtex]
-
Ebert, Sebastian; Vu, Ngoc Thang; Schütze, Hinrich (2015):
A Linguistically Informed Convolutional Neural Network
In: Proceedings of the 6th Workshop on Computational Approaches to Subjectivity and Sentiment Analysis. WASSA 2015
[bibtex]
[pdf]
[poster]
-
Ebert, Sebastian; Vu, Ngoc Thang; Schütze, Hinrich (2015):
CIS-positive: Combining Convolutional Neural Networks and SVMs for Sentiment Analysis in Twitter
In: Proceedings of the 9th International Workshop on Semantic Evaluation. SemEval 2015
[bibtex]
[pdf]
[poster]
-
Ebert, Sebastian; Schütze, Hinrich (2014):
Fine-Grained Contextual Predictions for Hard Sentiment Words
In: Proceedings of the 2014 Conference on Empirical Methods in
Natural Language Processing. EMNLP 2014
[bibtex]
[pdf]
[supplementary
material (86 MB)]
[poster]
-
Liwicki, Marcus; Ebert, Sebastian; Dengel, Andreas (2014):
Bridging the gap between handwriting recognition and knowledge management
In: Pattern Recognition Letters 35 (0)
[bibtex]
-
Ebert, Sebastian; Adrian, Benjamin (2013):
Detecting Documents with Complaint Character
In: Workshop Proceedings of the Lernen, Wissen & Adaptivität 2013. LWA 2013
[bibtex]
[pdf]
-
Adrian, Benjamin; Ebbecke, Marcus; Ebert, Sebastian (2012):
Auto Classifier. Explaining Customers a Machine-Learning Model
In: Poster and Demo Track of the 35th German Conference on Artificial Intelligence. KI 2012
[bibtex]
[pdf]
-
Liwicki, Marcus; Ebert, Sebastian; Dengel, Andreas (2011):
From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes
In: Proceedings of the 15th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems. KES 2011
[bibtex]
[pdf]
-
Ebert, Sebastian; Liwicki, Marcus; Dengel, Andreas (2010):
Ontology-Based Information Extraction from Handwritten Documents
In: Proceedings of the International Conference on Frontiers in Handwriting Recognition. ICFHR 2010
[bibtex]
Internships/Scholarships/Invited Talks
- Research internship: Google Inc., Zurich, Switzerland (2016/2017)
- Invited to Google NLP PhD Summit: Google Zurich (2015)
- Getting Meaning into Words: Institute for Stochastic and Applications, University of Stuttgart (2015)
- Deep Learning in Action: IEEE/ACM Munich (2015)
[slides]
- Research internship: Microsoft Corporation, Sunnyvale, CA, USA (2013)
Teaching