@article{PappiBeckerHerzog2005,
  title = {{R}egierungsbildung in {M}ehrebenensystemen: zur {E}rklärung der {K}oalitionsbildung in den deutschen {B}undesländern [{G}overnment formation in multilevel systems: Explaining coalition building in the {G}erman {L}änder]},
  author = {Franz Urban Pappi and Axel Becker and Alexander Herzog},
  journal = {{Politische Vierteljahresschrift}},
  year = {2005},
  number = {3},
  pages = {432--458},
  volume = {46},
  url = {http://www.alexherzog.net/files/Pappi_Becker_Herzog_PVS_2005.pdf}
}
@article{PappiHerzogSchmitt2006,
  title = {{K}oalitionssignale und die {K}ombination von {E}rst- und {Z}weitstimme bei den {B}undestagswahlen 1953 bis 2005 [{C}oalition signals and the combination of first and second vote in {B}undestag elections 1953 to 2005]},
  author = {Franz Urban Pappi and Alexander Herzog and Ralf Schmitt},
  journal = {{Zeitschrift für Parlamentsfragen}},
  year = {2006},
  number = {3},
  pages = {493--513},
  volume = {37},
  url = {http://www.alexherzog.net/files/Pappi_Herzog_Schmitt_ZParl_2006.pdf}
}
@article{HerzogTucker2010,
  title = {The dynamics of support: The winners-losers gap in attitudes towards {EU} membership in post-communist countries},
  author = {Alexander Herzog and Joshua A. Tucker},
  journal = {{European Political Science Review}},
  year = {2010},
  number = {2},
  pages = {235--267},
  volume = {2},
  url = {http://www.alexherzog.net/files/Herzog_Tucker_EPSR_2010.pdf},
  replication = {http://www.alexherzog.net/files/Herzog_Tucker_EPSR_2010_replication.zip}
}
@article{HerzogBenoit2015,
  title = {The most unkindest cuts: Speaker selection and expressed government dissent during economic crisis},
  author = {Alexander Herzog and Kenneth Benoit},
  journal = {{Journal of Politics}},
  year = {2015},
  number = {4},
  volume = {77},
  pages = {1157--1175},
  url = {http://www.alexherzog.net/files/Herzog_Benoit_JOP_2015.pdf},
  replication = {http://dx.doi.org/10.7910/DVN/DGXXH9},
  appendix = {http://www.alexherzog.net/files/Herzog_Benoit_JOP_2015_supplemental_material.pdf}
}
@article{LauderdaleHerzog2016,
  year = {2016},
  title = {Measuring political positions from legislative speech},
  author = {Benjamin E. Lauderdale and Alexander Herzog},
  journal = {{Political Analysis}},
  volume = {24},
  number = {3},
  pages = {374--394},
  url = {http://www.alexherzog.net/files/Lauderdale_Herzog_PA_2016.pdf},
  replication = {http://dx.doi.org/10.7910/DVN/RQMIV3},
  appendix = {http://www.alexherzog.net/files/Lauderdale_Herzog_PA_2016_supplemental_material.pdf}
}
@inproceedings{CommonCrawl2017,
  year = {2017},
  title = {Representativeness of latent {D}irichlet allocation topics estimated from data samples with application to {C}ommon {C}rawl},
  author = {Yuheng Du and Alexander Herzog and Andre Luckow and Ramu Nerella and Christopher Gropp and Amy Apon},
  booktitle = {{Proceedings of the 2017 IEEE International Conference on Big Data}},
  url = {http://www.alexherzog.net/files/IEEE_BigData_2017_Representativeness_of_LDA.pdf}
}
@inproceedings{DynamicCentralities2017,
  year = {2017},
  title = {Detecting and summarizing emergent events in microblogs and social media streams by dynamic centralities},
  author = {Neela Avudaiappan and Alexander Herzog and Sneha Kadam and Yuheng Du and Jason Thatcher and Ilya Safro},
  booktitle = {{Proceedings of the 2017 IEEE International Conference on Big Data}},
  url = {http://www.alexherzog.net/files/IEEE_BigData_2017_Dynamic_Centralities.pdf},
  replication = {https://github.com/aherzog/dynamic_eigenvector_centralities}
}
@inproceedings{PAW2017,
  year = {2017},
  title = {Automated cluster provisioning and workflow management for parallel scientific applications in the cloud},
  author = {Brandon Posey and Christopher Gropp and Alexander Herzog and Amy Apon},
  booktitle = {{Proceedings of the 10th Workshop on Many-Task Computing on Clouds, Grids, and Supercomputers (MTAGS)}},
  note = {Workshop held in conjunction with the 2017 International Conference for High Performance Computing, Networking, Storage and Analysis},
  url = {http://www.alexherzog.net/files/MTAGS_2017_PAW.pdf}
}
@inproceedings{DPSI2017,
  year = {2017},
  title = {Database of Parliamentary Speeches in {I}reland, 1919-2013},
  author = {Alexander Herzog and Slava Jankin Mikhaylov},
  booktitle = {{Proceedings of the 1st IEEE International Conference on the Frontiers and Advances in Data Science}},
  url = {http://www.alexherzog.net/files/Herzog_Mikhaylov_FADS_2017.pdf},
  data = {http://dx.doi.org/10.7910/DVN/6MZN76}
}
@inproceedings{CCGrid2018,
  year = {2018},
  month = may,
  title = {Addressing the challenges of executing a massive computational cluster in the cloud},
  author = {Brandon Posey and Christopher Gropp and Boyd Wilson and Boyd McGeachie and Sanjay Padhi and Alexander Herzog and Amy Apon},
  booktitle = {{Proceedings of the 18th Annual IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing (CCGrid 2018)}},
  url = {http://www.alexherzog.net/files/CCGrid_2018_Massive_Cluster.pdf}
}
@inproceedings{Abstracts2018,
  year = {2018},
  month = dec,
  title = {Are abstracts enough for hypothesis generation?},
  author = {Justin Sybrandt and Angelo Carrabba and Alexander Herzog and Ilya Safro},
  booktitle = {{Proceedings of the 2018 IEEE International Conference on Big Data}},
  url = {http://www.alexherzog.net/files/IEEE_BigData_2018_Abstracts.pdf},
  replication = {https://sybrandt.com/publications/are_abstracts_enough/}
}
@article{HagemannBailerHerzog2018,
  title = {Signals to their parliaments: Governments' strategic use of votes and policy statements in the {Council of the European Union}},
  author = {Sara Hagemann and Stefanie Bailer and Alexander Herzog},
  journal = {{Journal of Common Market Studies}},
  volume = {57},
  number = {3},
  month = may,
  year = {2019},
  url = {http://www.alexherzog.net/files/Hagemann_Bailer_Herzog_JCMS_2019.pdf}
}
@article{HerzogMikhaylov2020,
  title = {Intra-cabinet politics and fiscal governance in times of austerity},
  author = {Alexander Herzog and Slava Jankin Mikhaylov},
  journal = {{Political Science Research and Methods}},
  volume = {8},
  issue = {3},
  month = jul,
  year = {2020},
  url = {http://www.alexherzog.net/files/Herzog_Mikhaylov_PSRM_2020.pdf},
  replication = {https://doi.org/10.7910/DVN/XTAEY9}
}
@inproceedings{CLDA2019,
  year = {2019},
  month = dec,
  title = {Clustered latent {D}irichlet allocation ({CLDA}) for scientific discovery},
  author = {Chris Gropp and Alexander Herzog and Ilya Safro and Paul Wilson and Amy Apon},
  booktitle = {{Proceedings of the 1st International Workshop on Big Data Tools, Methods, and Use Cases for Innovative Scientific Discovery (BTSD)}},
  note = {Workshop held in conjunction with the 2019 IEEE International Conference on Big Data},
  url = {http://www.alexherzog.net/files/IEEE_BigData_2019_CLDA.pdf},
  replication = {https://github.com/groppcw/CLDA}
}
@inproceedings{Stopwords2020,
  year = {2020},
  month = dec,
  title = {Accelerating Text Mining Using Domain-Specific Stop Word Lists},
  author = {Farah Alshanik and Amy Apon and Alexander Herzog and Ilya Safro and Justin Sybrandt},
  booktitle = {{Proceedings of the International Workshop on Big Data Reduction}},
  note = {Workshop held in conjunction with the 2020 IEEE International Conference on Big Data},
  url = {http://www.alexherzog.net/files/IEEE_BigData_2020_Stopwords.pdf},
  replication = {https://github.com/FarahAlshanik/Domain-Specific-Word-List}
}
@article{TransferLearning2021,
  title = {Transfer Learning for Topic Labeling: Analysis of the {UK} {H}ouse of {C}ommons Speeches 1935--2014},
  author = {Hannah B\'{e}chara and Alexander Herzog and Slava Jankin Mikhaylov and Peter John},
  journal = {{Research \& Politics}},
  year = {2021},
  url = {http://www.alexherzog.net/files/RaP_Transfer_Learning_2021.pdf},
  replication = {https://doi.org/10.7910/DVN/DT3KUE},
  note = {Forthcoming}
}
@incollection{BenoitHerzog2017,
  title = {{Text analysis: Estimating policy preferences from written and spoken words}},
  author = {Kenneth Benoit and Alexander Herzog},
  booktitle = {{Analytics, Policy and Governance}},
  publisher = {Yale University Press},
  year = {2017},
  pages = {137--159},
  editor = {Jennifer Bachner and Kathryn Wagner Hill and Benjamin Ginsberg},
  url = {https://yalebooks.yale.edu/book/9780300225174/analytics-policy-and-governance}
}
@incollection{TreatyDebates2018,
  title = {{'More than words': A quantitative text analysis of the treaty debates}},
  author = {Liam Weeks and Mícheál Ó Fathartaigh and Slava Jankin Mikhaylov and Alexander Herzog},
  booktitle = {{The Treaty: Debating and Establishing the Irish State}},
  publisher = {Irish Academic Press},
  year = {2018},
  pages = {206-224},
  editor = {Liam Weeks and Mícheál Ó Fathartaigh},
  url = {https://irishacademicpress.ie/product/the-treaty-establishing-irish-independence/},
  note = {(Winner of the Irish Political Studies Best Paper Prize 2016)}
}
@incollection{Ireland2021,
  title = {{I}reland: The Paradox of a Weak Legislature in a Candidate-centered System},
  author = {Alexander Herzog and Slava Jankin Mikhaylov and Liam Weeks},
  booktitle = {{Politics of Legislative Debate}},
  publisher = {Oxford University Press},
  year = {2021},
  editor = {Hanna Back and Marc Debus and Jorge M. Fernandes},
  url = {https://global.oup.com/academic/product/politics-of-legislative-debate-9780198849063},
  note = {Forthcoming}
}