People

Danuta Ploch
Dipl.-Inform.
$Danuta Ploch$	+49 30 - 314-74066
	E-Mail

Research Areas

Sentiment Analysis
Named Entity Disambiguation
Natural Language Processing

Current Projects

PIA
Semantische Sprachorientierte Dialogsysteme
Spiga
INAMET
Pressespiegel

Publications

2017

Towards the Automatic Sentiment Analysis of German News and Forum Documents
Andreas Lommatzsch, Florian Bütow, Danuta Ploch, Sahin Albayrak
In: Proceedings of the 17th I4CS Conference, Darmstadt, Germany; 2017

2016

An Advanced Press Review System Combining Deep News Analysis and Machine Learning Algorithms
Danuta Ploch, Andreas Lommatzsch, Florian Schultze
In: Proc.of the 54th Annual Meeting of the Association for Computational Linguistics; 2016

An Interactive e-Government Question Answering System
Malte Schwarzer, Jonas Düver, Danuta Ploch, Andreas Lommatzsch
In: LWDA 2016 conference - Lernen, Wissen, Daten, Analysen (LWDA), Potsdam, Germany, September 12-14, 2016; 2016

2015

Intelligent News Aggregator for German with Sentiment Analysis
Danuta Ploch
In: Smart Information Systems, pp 5-46, Frank Hopfgartner; 2015

Sentiment Analysis with Machine Learning Algorithms on German News Articles
Florian Bütow, Florian Schultze, Leopold Strauch, Danuta Ploch, Andreas Lommatzsch
2015

2012

GerNED: A German Corpus for Named Entity Disambiguation
Danuta Ploch, Leonhard Hennig, Angelina Duka, Ernesto William De Luca and Sahin Albayrak
In: Proceedings of the 8th International Conference on Language Resources and Evaluation; 2012

2011

Exploring Entity Relations for Named Entity Disambiguation
Danuta Ploch
In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies; 2011

SPIGA - A Multilingual News Aggregator
Leonhard Hennig, Danuta Ploch, Daniel Prawdzik, Benjamin Armbruster, Christoph Büscher, Holger Düwiger, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the Biennal GSCL Conference 2011; 2011

DAI Approaches to the TAC-KBP 2011 Entity Linking Task
Danuta Ploch, Leonhard Hennig, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the Text Analysis Conference [to appear]; 2011

2010

Named Entity Disambiguation for German News Articles
Andreas Lommatzsch, Danuta Ploch, Ernesto William De Luca, Sahin Albayrak
In: LWA 2010 Kassel, Workshop IR; 2010

2009

From Community towards Enterprise - a taxonomy-based search for experts
Gerald Eichler, Andreas Lommatzsch, Thomas Strecker, Danuta Ploch, Conny Strecker, Robert Wetzker
In: In Christian Erfurth, Gerald Eichler, Volkmar Schau (Eds.), Proceeding of the 9th International Conference on Innovative Internet Community Systems I2CS 2009, June 15 - 17, 2009, Jena, Germany; 2009

SCAF Semantic Contents Acquisition Framework
Danuta Ploch, Thomas Strecker, Ilya Tsyganov
2009