Christian Pölitz

Orcid: 0000-0003-1690-0540

According to our database1, Christian Pölitz authored at least 35 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Solving Data-centric Tasks using Large Language Models.
CoRR, 2024

2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
What is it like to program with artificial intelligence?
Proceedings of the 33rd Annual Workshop of the Psychology of Programming Interest Group, 2022

2017
Learning Semantic Relatedness From Human Feedback Using Metric Learning.
CoRR, 2017

Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time.
CoRR, 2017

Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Leveraging User-Interactions for Time-Aware Tag Recommendations.
Proceedings of the 1st Workshop on Temporal Reasoning in Recommender Systems co-located with 11th International Conference on Recommender Systems (RecSys 2017), 2017

2016
Automatic methods to extract latent meanings in large text corpora
PhD thesis, 2016

Interpretable domain adaptation via optimization over the Stiefel manifold.
Mach. Learn., 2016

Data Mining Software for Corpus Linguistics with Application in Diachronic Linguistics.
J. Lang. Technol. Comput. Linguistics, 2016

Machine Learning meets Data-Driven Journalism: Boosting International Understanding and Transparency in News Coverage.
CoRR, 2016

Topic Models with Sparse and Group-Sparsity Inducing Priors.
Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, 2016

Sampling Methods for Random Subspace Domain Adaptation.
Proceedings of the Conference "Lernen, 2016

Supervised Extraction of Usage Patterns in Different Document Representations.
Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015
Investigation of Word Senses over Time Using Linguistic Corpora.
Proceedings of the Text, Speech, and Dialogue - 18th International Conference, 2015

Distance Based Active Learning for Domain Adaptation.
Proceedings of the ICPRAM 2015, 2015

Modelling Time and Location in Topic Models.
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015

Big Data und Data Mining in den Digital Humanities.
Proceedings of the 2. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2015

2014
Enhancing the possibilities of corpus-based investigations: Word sense disambiguation on query results of large text corpora.
Proceedings of the 8th Workshop on Language Technology for Cultural Heritage, 2014

Kernel Completion for Learning Consensus Support Vector Machines in Bandwidth-limited Sensor Networks.
Proceedings of the ICPRAM 2014, 2014

Kernel Matrix Completion for Learning Nearly Consensus Support Vector Machines.
Proceedings of the Pattern Recognition Applications and Methods, 2014

Neue Möglichkeiten der Arbeit mit strukturierten Sprachressourcen in den Digital Humanities mithilfe von Data-Mining.
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

Disambiguierung in Suchtrefferlisten aus großen Textkorpora: Anwendungsfelder und Perspektiven.
Proceedings of the 1. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2014

Using Data Mining and the CLARIN Infrastructure to Extend Corpus-based Linguistic Research.
Proceedings of the Selected Papers from the CLARIN 2014 Conference, 2014

2013
Cross Domain Active Learning.
Proceedings of the LWA 2013. Lernen, 2013

2012
Identifying Place Histories from Activity Traces with an Eye to Parameter Impact.
IEEE Trans. Vis. Comput. Graph., 2012

Ranking under Tight Budgets.
Proceedings of the 23rd International Workshop on Database and Expert Systems Applications, 2012

2011
Learning to rank under tight budget constraints.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

2010
A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage.
J. Locat. Based Serv., 2010

Finding Arbitrary Shaped Clusters with Related Extents in Space and Time.
Proceedings of the 1st International Symposium on Visual Analytics Science and Technology, 2010

Pattern Mining in Sparse Temporal Domains, an Interpolation Approach.
Proceedings of the LWA 2010, 2010

Extracting Events from Spatial Time Series.
Proceedings of the 14th International Conference on Information Visualisation, 2010

Discovering bits of place histories from people's activity traces.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

2009
Adaptive burst detection in a stream engine.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

2008
Towards Burst Detection for Non-Stationary Stream Data.
Proceedings of the LWA 2008, 2008


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