Christian Pölitz

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 15

Top Topics

Machine Learning

Domain Adaptation

Support Vector Machine

Top Venues

J. Lang. Technol. Comput. Linguistics

Publications

Shraddha Barke, Christian Pölitz, Carina Suzana Negreanu, Benjamin G. Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
Solving Data-centric Tasks using Large Language Models. CoRR (2024)
Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
InstructExcel: A Benchmark for Natural Language Instruction in Excel. CoRR (2023)
Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
InstructExcel: A Benchmark for Natural Language Instruction in Excel. EMNLP (Findings) (2023)
Advait Sarkar, Andrew D. Gordon, Carina Negreanu, Christian Pölitz, Sruti Srinivasa Ragavan, Ben Zorn
What is it like to program with artificial intelligence? CoRR (2022)
Advait Sarkar, Carina Negreanu, Ben Zorn, Sruti Srinivasa Ragavan, Christian Pölitz, Andrew D. Gordon
What is it like to program with artificial intelligence? PPIG (2022)
Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho
Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. ISWC (Posters, Demos & Industry Tracks) (2017)
Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho
Learning Semantic Relatedness From Human Feedback Using Metric Learning. CoRR (2017)
Alexander Dallmann, Alexander Grimm, Christian Pölitz, Daniel Zoller, Andreas Hotho
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time. CoRR (2017)
Daniel Zoller, Stephan Doerfel, Christian Pölitz, Andreas Hotho
Leveraging User-Interactions for Time-Aware Tag Recommendations. RecTemp@RecSys (2017)
Christian Pölitz
Sampling Methods for Random Subspace Domain Adaptation. LWDA (2016)
Christian Pölitz
Data Mining Software for Corpus Linguistics with Application in Diachronic Linguistics. J. Lang. Technol. Comput. Linguistics 31 (1) (2016)
Christian Pölitz
Topic Models with Sparse and Group-Sparsity Inducing Priors. DMNLP@PKDD/ECML (2016)
Christian Pölitz
Supervised Extraction of Usage Patterns in Different Document Representations. Solving Large Scale Learning Tasks (2016)
Elena Erdmann, Karin Boczek, Lars Koppers, Gerret von Nordheim, Christian Pölitz, Alejandro Molina, Katharina Morik, Henrik Müller, Jörg Rahnenführer, Kristian Kersting
Machine Learning meets Data-Driven Journalism: Boosting International Understanding and Transparency in News Coverage. CoRR (2016)
Christian Pölitz, Wouter Duivesteijn, Katharina Morik
Interpretable domain adaptation via optimization over the Stiefel manifold. Mach. Learn. 104 (2-3) (2016)
Christian Pölitz, Thomas Bartz, Katharina Morik, Angelika Störrer
Investigation of Word Senses over Time Using Linguistic Corpora. TSD (2015)
Christian Pölitz
Distance Based Active Learning for Domain Adaptation. ICPRAM (1) (2015)
Christian Pölitz
Modelling Time and Location in Topic Models. MUD@ICML (2015)
Christian Pölitz, Katharina Morik
Big Data und Data Mining in den Digital Humanities. DHd (2015)
Sangkyun Lee, Christian Pölitz
Kernel Completion for Learning Consensus Support Vector Machines in Bandwidth-limited Sensor Networks. ICPRAM (2014)
Thomas Bartz, Michael Beißwenger, Christian Pölitz, Nadja Radtke, Angelika Storrer
Neue Möglichkeiten der Arbeit mit strukturierten Sprachressourcen in den Digital Humanities mithilfe von Data-Mining. DH (2014)
Thomas Bartz, Christian Pölitz, Katharina Morik, Angelika Storrer
Using Data Mining and the CLARIN Infrastructure to Extend Corpus-based Linguistic Research. CLARIN Annual Conference (2014)
Christian Pölitz, Thomas Bartz
Enhancing the possibilities of corpus-based investigations: Word sense disambiguation on query results of large text corpora. LaTeCH@EACL (2014)
Sangkyun Lee, Christian Pölitz
Kernel Matrix Completion for Learning Nearly Consensus Support Vector Machines. ICPRAM (Selected Papers) (2014)
Thomas Bartz, Alexander Geyken, Christian Pölitz, Angelika Storrer
Disambiguierung in Suchtrefferlisten aus großen Textkorpora: Anwendungsfelder und Perspektiven. DHd (2014)
Christian Pölitz
Cross Domain Active Learning. LWA (2013)
Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz
Identifying Place Histories from Activity Traces with an Eye to Parameter Impact. IEEE Trans. Vis. Comput. Graph. 18 (5) (2012)
Christian Pölitz, Ralf Schenkel
Ranking under Tight Budgets. DEXA Workshops (2012)
Christian Pölitz, Ralf Schenkel
Learning to rank under tight budget constraints. SIGIR (2011)
Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz
Discovering bits of place histories from people's activity traces. IEEE VAST (2010)
Christian Pölitz, Gennady L. Andrienko, Natalia V. Andrienko
Finding Arbitrary Shaped Clusters with Related Extents in Space and Time. EuroVAST@EuroVis (2010)
Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz
Extracting Events from Spatial Time Series. IV (2010)
Christian Pölitz
Pattern Mining in Sparse Temporal Domains, an Interpolation Approach. LWA (2010)
Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Sebastian Bremm, Daniel A. Keim, Tatiana von Landesberger, Christian Pölitz, Tobias Schreck
A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage. J. Locat. Based Serv. 4 (3&4) (2010)
Marcel Karnstedt, Daniel Klan, Christian Pölitz, Kai-Uwe Sattler, Conny Franke
Adaptive burst detection in a stream engine. SAC (2009)
Daniel Klan, Marcel Karnstedt, Christian Pölitz, Kai-Uwe Sattler
Towards Burst Detection for Non-Stationary Stream Data. LWA (2008)