Group

Information Extraction and Interpretation, Uni Stuttgart

I head a group on Information Extraction and Interpretation, which is part of the chair of Theoretical Computational Linguistics at the IMS at Uni Stuttgart. Our main topic are the development of (typically statistical) models to structure textual information, for instance biomedical named entity recognition and relation extraction, slot filling, fine-grained sentiment analysis and emotion recognition. We are interested in developing high-performing models and at the same time to understand the (linguistic) properties of a task.

Ph.D. Students

  • Jeremy Barnes (with Sabine Schulte im Walde, visiting from Universitat Pompeu Fabra, Barcelona)
  • Evgeny Kim (with Sebastian Padó, CRETA Project)

Postdocs

Research assistant

  • Helen Vernon (CRETA)
  • Ekta Sood (CRETA)
  • Mariia Kashpur (CRETA)

Teaching assistant

Master's Students

  • Sina Brandstetter. Predicting the political stream of parliamentary speech under the consideration of emotion. 2018
  • Mariia Kashpur. Is there logic in emotions: Can deep sentence structure features inspired by the OCC model help in detecting emotions in texts? 2017
  • Naveen Kumar. Emotion Recognition in Twitter with Text and Image Information. 2017
  • Roozbeh Bandpey. Emotion Analysis of Tweets With Co-extraction of Holder, Cause and Effect of Emotions. 2017

Bachelor's Students

  • Shu Xing. 2017

Uni Bielefeld

In Bielefeld, in my role as co-principle investigator in the project PSINK as a co-opted researcher at CITEC, I work with


Previous

Teaching assistants

  • Elnaz Shafaei Bajestan (2016)

Research assistants

  • Luci Fillinger (2013-2014, Bielefeld University)
  • Frederike Strunz (2013-2014, Bielefeld University)
  • Robin Schiewer (2013-2014, Bielefeld University)
  • Janik Jaskolski (2014, Bielefeld University)
  • Sumit Madan (2011-2012, Fraunhofer SCAI)

Master's thesis

  • Anna Moskvina. Patient Profiling and Health Risc Factor Detection in Social Media. 2017 (with Janik Jaskolski, Semalytix GmbH)
  • Johannes Schäfer.
    Probabilistic Extraction of Do-It-Yourself Activities as n-ary Relations from Domain-specific Texts. Master's Thesis. 2017 (with Uli Heid and Robert Bosch GmbH)
  • Yan Yang.
    Predicting the Complexity of Software Problem Reports. Master's Thesis. 2017 (with Sebastian Padó and IBM)
  • Hanna Kicherer.
    Classification of Recipies. Master's Thesis. 2016 (with Chefkoch GmbH, with Christian Scheible)
  • Iman Zeinali Nia.
    Inducing a Model for Fine-Grained Sentiment Analysis in Farsi by Cross-language Annotation Projection. Master's Thesis. Uni Stuttgart. 2016
  • Arif Ijaz.
    Extracting Drug Adverse Effect Induced Medication from Social Media. Master's Thesis. Uni Stuttgart. 2016
  • Automatische Erkennung und Vergleich des Verlaufs von Emotionen in literarischen Werken. Diplomarbeit. Uni Stuttgart. 2016
  • Kiril Atanassov.
    Aspect-based Opinion Mining for Electronic Games. Master's Thesis. Uni Stuttgart (with Christian Scheible). 2016
  • Nyamsuren Davaasambuu.
    Automatische Gruppierung von Aspektnennungen in Produktbewertungen. Master's Thesis. Uni Stuttgart (with Wiltrud Kessler). 2016
  • Mario Koos.
    Methods for Compound Splitting: A Comparative View in the Area of Text Mining. Master's Thesis. Uni Hohenheim. 2015. (second referee, Stefan Kirn and Martin Riekert)
  • Mario Sänger.
    Aspect-based Sentiment Analysis of Mobile Application Reviews. Master's Thesis. HU Berlin. 2015. (with Ulf Leser and Heiko Ehrig (Neofonie); received the award for the best Master's thesis at the computer science department of HU Berlin in the year 2015))
  • Serbay Ekinoglu.
    Automatic identification, extraction and classification of E-mobility topics in online german fora. Master's Thesis. Universität Stuttgart. 2015. (with Andrea Horch (Fraunhofer) and Sebastian Padó)
  • Hendrik ter Horst.
    Ranked Protein-Disease Relations Using Machine-Learning. Master's Thesis. Bielefeld University. 2015 (with Philipp Cimiano and Matthias Hartung)
  • Tarek Kirchhoffer.
    Spinal Cord Injury Ontology. Medical Doctoral Dissertation (DDS). HHU Düsseldorf. started 2013 (with Nicole Brazda and Hans Werner Müller)
  • Janik Jaskolski. (now CEO at Semalytix)
    A machine learning approach to sentiment analysis for distance education evaluation. Master's Thesis. Bielefeld University. 2014 (with Philipp Cimiano)
  • Shweta Bagewadi. (now at Fraunhofer SCAI)
    University of Bonn. 2012 (with Juliane Fluck and Martin Hofmann-Apitius)
  • Tim Rocktäschel. (now at UCL)
    Joint Extraction of Proteins and Bio-Molecular Events using Imperatively Defined Factor Graphs. Diplomarbeit. HU Berlin. 2012 (with Philippe Thomas and Ulf Leser; received the award for the best Master's thesis at the computer science department of HU Berlin in the year 2012)
  • Tamara Bobić. (now at HPI)
    A generic workflow for relation extraction by light supervision in biomedical text. Master's Thesis (and succeeding Ph.D. supervision). University of Bonn. 2012 (with Martin Hofmann-Apitius and Holger Fröhlich)
  • Sumit Madan. (now at Fraunhofer SCAI)
    Stimmungs- und Themenerkennung in politischen Debatten. Master's Thesis. University of Applied Sciences Bonn/Rhein-Sieg. 2012 (with Ralf Thiele)
  • Robert Pesch. (now at LMU München)
    Logische Strukturerkennung in biomedizinischen Volltext-Publikationen. Master's Thesis. University of Applied Sciences Bonn/Rhein-Sieg. 2010 (together with Ralf Thiele)
  • Aravind Tallam. (now at Twincore)
    Extraction of Numerical Measures, Statistical Evidences and Units. Master's Thesis. University of Bonn. 2009. (together with Christoph M. Friedrich and Martin Hofmann-Apitius)
  • Verena Meyer. (now at HFT Stuttgart)
    Extraktion, Klassifikation und empirischer Vergleich von Textabschnitten im biomedizinischen Bereich. Magisterarbeit. University of Bonn. 2009. (together with Juliane Fluck)
  • Philippe Thomas. (now at DFKI)
    Automated extraction of variation mentions from literature sources and mapping to a unique database identifier. Master's Thesis. University of Tübingen. 2008. (together with Christoph M. Friedrich, Martin Hofmann-Apitius and Kay Nieselt (Tübingen))

Bachelor's thesis

  • Florian Strohm. The Impact of Intensifiers, Diminishers, and Negations on Emotion Expressions. 2017
  • Marietta Hamberger.
    How Psychiatric Medication Influences the Tweets of Consumers. Bachelor's Thesis. 2016
  • Julian Liedtke.
    Concept Drift and Domain Adaptation to Improve Emotion, Sentiment, and Irony Detection on Twitter. Bachelor's Thesis. 2016
  • Alexander Bernhardt.
    Focused Crawling with Active Learning. Bachelor's Thesis. Uni Stuttgart. 2016
  • Constantin Seibold.
    Improving Co-Citation Clustering by Citation Classification. Bachelor's Thesis. Uni Stuttgart. 2016
  • Min Xu.
    Automatische Klassifikation von Twitternachrichten zu Arzneimitteln. Bachelorarbeit. Uni Stuttgart. 2016
  • Omar Abada.
    Identifying Irony in German Tweets. Bachelor's Thesis. Uni Stuttgart. 2016
  • Jan Wessling.
    Development of a System for Quality Estimation of Automatically Generated Texts. Bachelor's Thesis. Uni Stuttgart (with Aexea GmbH). 2016
  • Jenniger Ling.
    Eine korpusbasierte Analyse zur Unterscheidung von Ironie und Sarkasmus (A Corpus-based Analysis to differentiate irony and sarcasm). Bachelor's Thesis. Uni Stuttgart. 2015
  • Surayya Samat Suliya.
    Vergleichende Frequenzanalyse von Emotionsnennungen in Literatur von Franz Kafka. Studienarbeit. Uni Stuttgart. 2015.
  • Christian Witte.
    Auswirkung des aktiven Lernens auf die Merkmalsselektion bei Textklassikation. Bachelor's Thesis. Bielefeld University. 2014 (with Matthias Hartung)
  • Konstantin Buschmeier.
    Entwicklung eines Systems zur Erkennung von Ironie in Text. Bachelor thesis. Bielefeld University. 2013 (with Philipp Cimiano)