Christian Pölitz

47 papers A* 3C 2Misc 1Journal 17Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Benchmark to Assess Common Ground in Human-AI Collaboration. CoRR Christian Pölitz, Finale Doshi-Velez, Siân Lindley
2026	J	`jnl`	An Experimental Comparison of Cognitive Forcing Functions for Execution Plans in AI-Assisted Writing: Effects On Trust, Overreliance, and Perceived Critical Thinking. CoRR Ahana Ghosh, Advait Sarkar, Siân Lindley, Christian Pölitz
2025	A*	`conf`	Evaluating the Evaluator: Measuring LLMs' Adherence to Task Evaluation Instructions. AAAI Bhuvanashree Murugadoss, Christian Pölitz, Ian Drosos, Vu Le, Nick McKenna, Carina Suzana Negreanu, Chris Parnin, Advait Sarkar
2025	A*	`conf`	MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL. AAAI Arian Askari, Christian Pölitz, Xinye Tang
2025	J	`jnl`	Synthetic Clarification and Correction Dialogues about Data-Centric Tasks - A Teacher-Student Approach. CoRR Christian Pölitz, Nick McKenna
2025	J	`jnl`	Synthetic Function Demonstrations Improve Generation in Low-Resource Programming Languages. CoRR Nick McKenna, Xinnuo Xu, Jack Williams, Nick Wilson, Benjamin Van Durme, Christian Pölitz
2024	J	`jnl`	Evaluating the Evaluator: Measuring LLMs' Adherence to Task Evaluation Instructions. CoRR Bhuvanashree Murugadoss, Christian Pölitz, Ian Drosos, Vu Le, Nick McKenna, Carina Suzana Negreanu, Chris Parnin, Advait Sarkar
2024	J	`jnl`	MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL. CoRR Arian Askari, Christian Pölitz, Xinye Tang
2024	—	`conf`	Solving Data-centric Tasks using Large Language Models. NAACL-HLT (Findings) Shraddha Barke, Christian Pölitz, Carina Negreanu, Benjamin Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
2024	J	`jnl`	Solving Data-centric Tasks using Large Language Models. CoRR 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
2024	J	`jnl`	When Copilot Becomes Autopilot: Generative AI's Critical Risk to Knowledge Work and a Critical Solution. CoRR Advait Sarkar, Xiaotong Xu, Neil Toronto, Ian Drosos, Christian Pölitz
2023	—	`conf`	InstructExcel: A Benchmark for Natural Language Instruction in Excel. EMNLP (Findings) Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
2023	J	`jnl`	InstructExcel: A Benchmark for Natural Language Instruction in Excel. CoRR Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
2022	—	`conf`	What is it like to program with artificial intelligence? PPIG Advait Sarkar, Carina Negreanu, Ben Zorn, Sruti Srinivasa Ragavan, Christian Pölitz, Andrew D. Gordon
2022	J	`jnl`	What is it like to program with artificial intelligence? CoRR Advait Sarkar, Andrew D. Gordon, Carina Negreanu, Christian Pölitz, Sruti Srinivasa Ragavan, Ben Zorn
2017	J	`jnl`	Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time. CoRR Alexander Dallmann, Alexander Grimm, Christian Pölitz, Daniel Zoller, Andreas Hotho
2017	J	`jnl`	Learning Semantic Relatedness From Human Feedback Using Metric Learning. CoRR Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho
2017	—	`conf`	Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. ISWC (Posters, Demos & Industry Tracks) Thomas Niebler, Martin Becker, Christian Pölitz, Andreas Hotho
2017	—	`conf`	Leveraging User-Interactions for Time-Aware Tag Recommendations. RecTemp@RecSys Daniel Zoller, Stephan Doerfel, Christian Pölitz, Andreas Hotho
2016	—	`—`	Automatic methods to extract latent meanings in large text corpora Christian Pölitz
2016	J	`jnl`	Data Mining Software for Corpus Linguistics with Application in Diachronic Linguistics. J. Lang. Technol. Comput. Linguistics Christian Pölitz
2016	J	`jnl`	Interpretable domain adaptation via optimization over the Stiefel manifold. Mach. Learn. Christian Pölitz, Wouter Duivesteijn, Katharina Morik
2016	J	`jnl`	Machine Learning meets Data-Driven Journalism: Boosting International Understanding and Transparency in News Coverage. CoRR Elena Erdmann, Karin Boczek, Lars Koppers, Gerret von Nordheim, Christian Pölitz, Alejandro Molina, Katharina Morik, Henrik Müller, Jörg Rahnenführer, Kristian Kersting
2016	—	`conf`	Sampling Methods for Random Subspace Domain Adaptation. LWDA Christian Pölitz
2016	—	`conf`	Supervised Extraction of Usage Patterns in Different Document Representations. Solving Large Scale Learning Tasks Christian Pölitz
2016	—	`conf`	Topic Models with Sparse and Group-Sparsity Inducing Priors. DMNLP@PKDD/ECML Christian Pölitz
2015	—	`conf`	Big Data und Data Mining in den Digital Humanities. DHd Christian Pölitz, Katharina Morik
2015	—	`conf`	Distance Based Active Learning for Domain Adaptation. ICPRAM (1) Christian Pölitz
2015	—	`conf`	Investigation of Word Senses over Time Using Linguistic Corpora. TSD Christian Pölitz, Thomas Bartz, Katharina Morik, Angelika Störrer
2015	—	`conf`	Modelling Time and Location in Topic Models. MUD@ICML Christian Pölitz
2014	—	`conf`	Disambiguierung in Suchtrefferlisten aus großen Textkorpora: Anwendungsfelder und Perspektiven. DHd Thomas Bartz, Alexander Geyken, Christian Pölitz, Angelika Storrer
2014	—	`conf`	Enhancing the possibilities of corpus-based investigations: Word sense disambiguation on query results of large text corpora. LaTeCH@EACL Christian Pölitz, Thomas Bartz
2014	C	`conf`	Kernel Completion for Learning Consensus Support Vector Machines in Bandwidth-limited Sensor Networks. ICPRAM Sangkyun Lee, Christian Pölitz
2014	—	`conf`	Kernel Matrix Completion for Learning Nearly Consensus Support Vector Machines. ICPRAM (Selected Papers) Sangkyun Lee, Christian Pölitz
2014	—	`conf`	Neue Möglichkeiten der Arbeit mit strukturierten Sprachressourcen in den Digital Humanities mithilfe von Data-Mining. DH Thomas Bartz, Michael Beißwenger, Christian Pölitz, Nadja Radtke, Angelika Storrer
2014	—	`conf`	Using Data Mining and the CLARIN Infrastructure to Extend Corpus-based Linguistic Research. CLARIN Annual Conference Thomas Bartz, Christian Pölitz, Katharina Morik, Angelika Storrer
2013	—	`conf`	Cross Domain Active Learning. LWA Christian Pölitz
2012	J	`jnl`	Identifying Place Histories from Activity Traces with an Eye to Parameter Impact. IEEE Trans. Vis. Comput. Graph. Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz
2012	—	`conf`	Ranking under Tight Budgets. DEXA Workshops Christian Pölitz, Ralf Schenkel
2011	A*	`conf`	Learning to rank under tight budget constraints. SIGIR Christian Pölitz, Ralf Schenkel
2010	J	`jnl`	A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage. J. Locat. Based Serv. Gennady L. Andrienko, Natalia V. Andrienko, Peter Bak, Sebastian Bremm, Daniel A. Keim, Tatiana von Landesberger, Christian Pölitz, Tobias Schreck
2010	—	`conf`	Discovering bits of place histories from people's activity traces. IEEE VAST Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz
2010	C	`conf`	Extracting Events from Spatial Time Series. IV Gennady L. Andrienko, Natalia V. Andrienko, Martin Mladenov, Michael Mock, Christian Pölitz
2010	—	`conf`	Finding Arbitrary Shaped Clusters with Related Extents in Space and Time. EuroVAST@EuroVis Christian Pölitz, Gennady L. Andrienko, Natalia V. Andrienko
2010	—	`conf`	Pattern Mining in Sparse Temporal Domains, an Interpolation Approach. LWA Christian Pölitz
2009	Misc	`conf`	Adaptive burst detection in a stream engine. SAC Marcel Karnstedt, Daniel Klan, Christian Pölitz, Kai-Uwe Sattler, Conny Franke
2008	—	`conf`	Towards Burst Detection for Non-Stationary Stream Data. LWA Daniel Klan, Marcel Karnstedt, Christian Pölitz, Kai-Uwe Sattler