2023
|
Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs In: Feng, Yansong; Lefever, Els (Ed.): Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pp. 1–11, Association for Computational Linguistics, Singapore, 2023. @inproceedings{golde-etal-2023-fabricator,
title = {Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs},
author = {Jonas Golde and Patrick Haller and Felix Hamborg and Julian Risch and Alan Akbik},
editor = {Yansong Feng and Els Lefever},
url = {https://aclanthology.org/2023.emnlp-demo.1},
year = {2023},
date = {2023-12-01},
urldate = {2023-12-01},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations},
pages = {1--11},
publisher = {Association for Computational Linguistics},
address = {Singapore},
abstract = {Most NLP tasks are modeled as supervised learning and thus require labeled training data to train effective models. However, manually producing such data at sufficient quality and quantity is known to be costly and time-intensive. Current research addresses this bottleneck by exploring a novel paradigm called zero-shot learning via dataset generation. Here, a powerful LLM is prompted with a task description to generate labeled data that can be used to train a downstream NLP model. For instance, an LLM might be prompted to ``generate 500 movie reviews with positive overall sentiment, and another 500 with negative sentiment.'' The generated data could then be used to train a binary sentiment classifier, effectively leveraging an LLM as a teacher to a smaller student model. With this demo, we introduce Fabricator, an open-source Python toolkit for dataset generation. Fabricator implements common dataset generation workflows, supports a wide range of downstream NLP tasks (such as text classification, question answering, and entity recognition), and is integrated with well-known libraries to facilitate quick experimentation. With Fabricator, we aim to support researchers in conducting reproducible dataset generation experiments using LLMs and help practitioners apply this approach to train models for downstream tasks.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Most NLP tasks are modeled as supervised learning and thus require labeled training data to train effective models. However, manually producing such data at sufficient quality and quantity is known to be costly and time-intensive. Current research addresses this bottleneck by exploring a novel paradigm called zero-shot learning via dataset generation. Here, a powerful LLM is prompted with a task description to generate labeled data that can be used to train a downstream NLP model. For instance, an LLM might be prompted to ``generate 500 movie reviews with positive overall sentiment, and another 500 with negative sentiment.'' The generated data could then be used to train a binary sentiment classifier, effectively leveraging an LLM as a teacher to a smaller student model. With this demo, we introduce Fabricator, an open-source Python toolkit for dataset generation. Fabricator implements common dataset generation workflows, supports a wide range of downstream NLP tasks (such as text classification, question answering, and entity recognition), and is integrated with well-known libraries to facilitate quick experimentation. With Fabricator, we aim to support researchers in conducting reproducible dataset generation experiments using LLMs and help practitioners apply this approach to train models for downstream tasks. |
Anastasia Zhukova, Terry Lima Ruas, Felix Hamborg, Karsten Donnay, Bela Gipp What's in the News? Towards Identification of Bias by Commission, Omission, and Source Selection (COSS) In: 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Santa Fe, New Mexico, USA, 2023. @inproceedings{Zhukova2023,
title = {What's in the News? Towards Identification of Bias by Commission, Omission, and Source Selection (COSS)},
author = {Anastasia Zhukova and Terry Lima Ruas and Felix Hamborg and Karsten Donnay and Bela Gipp},
url = {https://www.gipp.com/wp-content/papercite-data/pdf/zhukova2023.pdf},
year = {2023},
date = {2023-06-01},
urldate = {2023-06-01},
booktitle = {2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL)},
address = {Santa Fe, New Mexico, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg Revealing Media Bias in News Articles: NLP Techniques for Automated Frame Analysis Springer Nature, 2023, ISBN: 978-3-031-17695-1. @book{Hamborg2023book,
title = {Revealing Media Bias in News Articles: NLP Techniques for Automated Frame Analysis},
author = {Felix Hamborg},
url = {https://link.springer.com/book/10.1007/978-3-031-17693-7},
doi = {10.1007/978-3-031-17693-7},
isbn = {978-3-031-17695-1},
year = {2023},
date = {2023-01-01},
pages = {245},
publisher = {Springer Nature},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
2022
|
Anastasia Zhukova, Felix Hamborg, Bela Gipp Towards Evaluation of Cross-document Coreference Resolution Models Using Datasets with Diverse Annotation Schemes In: Proceedings of the 13th Language Resources and Evaluation Conference, Marseille, France, 2022. @inproceedings{Zhukova2022a,
title = {Towards Evaluation of Cross-document Coreference Resolution Models Using Datasets with Diverse Annotation Schemes},
author = {Anastasia Zhukova and Felix Hamborg and Bela Gipp},
doi = {10.48550/arXiv.2109.05250},
year = {2022},
date = {2022-06-01},
urldate = {2022-06-01},
booktitle = {Proceedings of the 13th Language Resources and Evaluation Conference},
address = {Marseille, France},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Anastasia Zhukova, Felix Hamborg, Karsten Donnay, Bela Gipp XCoref: Cross-Document Coreference Resolution in the Wild In: Information for a Better World: Shaping the Global Future: 17th International Conference, IConference 2022, Virtual Event, February 28 – March 4, 2022, Proceedings, Part I, pp. 272–-291, Springer-Verlag, Berlin, Heidelberg, 2022, ISBN: 978-3-030-96956-1. @inproceedings{Zhukova2022,
title = {XCoref: Cross-Document Coreference Resolution in the Wild},
author = {Anastasia Zhukova and Felix Hamborg and Karsten Donnay and Bela Gipp},
url = {https://doi.org/10.1007/978-3-030-96957-8_25},
doi = {10.1007/978-3-030-96957-8_25},
isbn = {978-3-030-96956-1},
year = {2022},
date = {2022-01-01},
booktitle = {Information for a Better World: Shaping the Global Future: 17th International Conference, IConference 2022, Virtual Event, February 28 – March 4, 2022, Proceedings, Part I},
pages = {272–-291},
publisher = {Springer-Verlag},
address = {Berlin, Heidelberg},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg Towards Automated Frame Analysis : Natural Language Processing Techniques to Reveal Media Bias in News Articles Universität Konstanz, 2022. @phdthesis{Hamborg2022thesis,
title = {Towards Automated Frame Analysis : Natural Language Processing Techniques to Reveal Media Bias in News Articles},
author = {Felix Hamborg},
url = {https://kops.uni-konstanz.de/handle/123456789/56927},
year = {2022},
date = {2022-01-01},
address = {Konstanz},
school = {Universität Konstanz},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
2021
|
Felix Hamborg, Kim Heinser, Anastasia Zhukova, Karsten Donnay, Bela Gipp Newsalyze: Effective Communication of Person-Targeting Biases in News Articles In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2021. @inproceedings{Hamborg2021a,
title = {Newsalyze: Effective Communication of Person-Targeting Biases in News Articles},
author = {Felix Hamborg and Kim Heinser and Anastasia Zhukova and Karsten Donnay and Bela Gipp},
year = {2021},
date = {2021-10-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Timo Spinde, Christina Kreuter, Wolfgang Gaissmaier, Felix Hamborg, Bela Gipp, Helge Giese Do You Think It's Biased? How To Ask For The Perception Of Media Bias In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL), pp. 61-69, 2021. @inproceedings{Spinde2021e,
title = {Do You Think It's Biased? How To Ask For The Perception Of Media Bias},
author = {Timo Spinde and Christina Kreuter and Wolfgang Gaissmaier and Felix Hamborg and Bela Gipp and Helge Giese},
doi = {10.1109/JCDL52503.2021.00018},
year = {2021},
date = {2021-09-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL)},
pages = {61-69},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Franziska Weeber, Felix Hamborg, Karsten Donnay, Bela Gipp Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2021. @inproceedings{Weeber2021,
title = {Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort},
author = {Franziska Weeber and Felix Hamborg and Karsten Donnay and Bela Gipp},
year = {2021},
date = {2021-09-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Timo Spinde, Kim Heinser, Karsten Donnay, Bela Gipp How to Effectively Identify and Communicate Person-Targeting Media Bias in Daily News Consumption? In: Proceedings of the 15th ACM Conference on Recommender Systems, 9th International Workshop on News Recommendation and Analytics (INRA 2021), 2021. @inproceedings{Hamborg2021y,
title = {How to Effectively Identify and Communicate Person-Targeting Media Bias in Daily News Consumption?},
author = {Felix Hamborg and Timo Spinde and Kim Heinser and Karsten Donnay and Bela Gipp},
year = {2021},
date = {2021-09-01},
booktitle = {Proceedings of the 15th ACM Conference on Recommender Systems, 9th International Workshop on News Recommendation and Analytics (INRA 2021)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Anastasia Zhukova, Felix Hamborg, Bela Gipp ANEA: Automated (Named) Entity Annotation for German Domain-Specific Texts In: Zhang, Chengzhi; Mayr, Philipp; Lu, Wei; Zhang, Yi (Ed.): Proceedings of the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE 2021) co-located with JCDL 2021, Virtual Event, CEUR, Illinois, USA, 2021. @inproceedings{Zhukova2021a,
title = {ANEA: Automated (Named) Entity Annotation for German Domain-Specific Texts},
author = {Anastasia Zhukova and Felix Hamborg and Bela Gipp},
editor = {Chengzhi Zhang and Philipp Mayr and Wei Lu and Yi Zhang},
url = {http://ceur-ws.org/Vol-3004/paper1.pdf},
doi = {10.6084/m9.figshare.17185373.v2},
year = {2021},
date = {2021-09-01},
booktitle = {Proceedings of the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE 2021) co-located with JCDL 2021, Virtual Event},
publisher = {CEUR},
address = {Illinois, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Timo Spinde, Lada Rudnitckaia, Jelena Mitrović, Felix Hamborg, Michael Granitzer, Bela Gipp, Karsten Donnay Automated identification of bias inducing words in news articles using linguistic and context-oriented features In: Information Processing & Management, vol. 58, no. 3, pp. 1–15, 2021, ISSN: 03064573. @article{Spinde2021d,
title = {Automated identification of bias inducing words in news articles using linguistic and context-oriented features},
author = {Timo Spinde and Lada Rudnitckaia and Jelena Mitrović and Felix Hamborg and Michael Granitzer and Bela Gipp and Karsten Donnay},
url = {https://linkinghub.elsevier.com/retrieve/pii/S0306457321000157},
doi = {10.1016/j.ipm.2021.102505},
issn = {03064573},
year = {2021},
date = {2021-01-01},
journal = {Information Processing & Management},
volume = {58},
number = {3},
pages = {1--15},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Anastasia Zhukova, Felix Hamborg, Karsten Donnay, Bela Gipp Concept Identification of Directly and Indirectly Related Mentions Referring to Groups of Person In: Toeppe, Katharina; Yan, Hui; Chu, Samuel Kai Wah (Ed.): Diversity, Divergence, Dialogue, pp. 514–526, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-71292-1. @inproceedings{Zhukova2021,
title = {Concept Identification of Directly and Indirectly Related Mentions Referring to Groups of Person},
author = {Anastasia Zhukova and Felix Hamborg and Karsten Donnay and Bela Gipp},
editor = {Katharina Toeppe and Hui Yan and Samuel Kai Wah Chu},
doi = {https://doi.org/10.1007/978-3-030-71292-1_40},
isbn = {978-3-030-71292-1},
year = {2021},
date = {2021-01-01},
booktitle = {Diversity, Divergence, Dialogue},
pages = {514--526},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Timo Spinde, Felix Hamborg, Lada Rudnitckaia, Bela Gipp Identification of Biased Terms in News Articles by Comparison of Outlet-specific Word Embeddings In: Toeppe, Katharina; Liu, Yuenan; Chu, Samuel Kai-Wah; Yan, Hui (Ed.): Proceedings of the iConference 2021, pp. 1–9, Springer, Beijing, China (Virtual Event), 2021. @inproceedings{Spinde2021,
title = {Identification of Biased Terms in News Articles by Comparison of Outlet-specific Word Embeddings},
author = {Timo Spinde and Felix Hamborg and Lada Rudnitckaia and Bela Gipp},
editor = {Katharina Toeppe and Yuenan Liu and Samuel Kai-Wah Chu and Hui Yan},
year = {2021},
date = {2021-01-01},
booktitle = {Proceedings of the iConference 2021},
pages = {1--9},
publisher = {Springer},
address = {Beijing, China (Virtual Event)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Timo Spinde, Lada Rudnitckaia, Kanishka Sinha, Felix Hamborg, Bela Gipp, Karsten Donnay MBIC – A Media Bias Annotation Dataset Including Annotator Characteristics In: Proceedings of the iConference 2021, pp. 1–8, Beijing, China (Virtual Event), 2021. @inproceedings{Spinde2021a,
title = {MBIC – A Media Bias Annotation Dataset Including Annotator Characteristics},
author = {Timo Spinde and Lada Rudnitckaia and Kanishka Sinha and Felix Hamborg and Bela Gipp and Karsten Donnay},
year = {2021},
date = {2021-01-01},
booktitle = {Proceedings of the iConference 2021},
pages = {1--8},
address = {Beijing, China (Virtual Event)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Philipp Meschenmoser, Moritz Schubotz, Philipp Scharpf, Bela Gipp NewsDeps: Visualizing the Origin of Information in News Articles In: Klimczak, Peter; Zoglauer, Thomas (Ed.): Wahrheit und Fake im postfaktisch-digitalen Zeitalter, Springer Vieweg, 2021, ISBN: 978-3-658-32957-0. @incollection{Hamborg2021g,
title = {NewsDeps: Visualizing the Origin of Information in News Articles},
author = {Felix Hamborg and Philipp Meschenmoser and Moritz Schubotz and Philipp Scharpf and Bela Gipp},
editor = {Peter Klimczak and Thomas Zoglauer},
doi = {10.1007/978-3-658-32957-0},
isbn = {978-3-658-32957-0},
year = {2021},
date = {2021-01-01},
booktitle = {Wahrheit und Fake im postfaktisch-digitalen Zeitalter},
publisher = {Springer Vieweg},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Felix Hamborg, Karsten Donnay NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles In: Proceedings of the 2021 Conference of the European Chapter of the Association for Computational Linguistics (EACL), pp. 1–13, Association for Computational Linguistics, 2021. @inproceedings{Hamborg2021b,
title = {NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles},
author = {Felix Hamborg and Karsten Donnay},
year = {2021},
date = {2021-01-01},
booktitle = {Proceedings of the 2021 Conference of the European Chapter of the Association for Computational Linguistics (EACL)},
pages = {1--13},
publisher = {Association for Computational Linguistics},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Karsten Donnay, Bela Gipp Towards Target-Dependent Sentiment Classification in News Articles In: Toeppe, Katharina; Liu, Yuenan; Chu, Samuel Kai-Wah; Yan, Hui (Ed.): Proceedings of the 16th iConference, pp. 156–166, Springer, Beijing, China (Virtual Event), 2021. @incollection{Hamborg2021e,
title = {Towards Target-Dependent Sentiment Classification in News Articles},
author = {Felix Hamborg and Karsten Donnay and Bela Gipp},
editor = {Katharina Toeppe and Yuenan Liu and Samuel Kai-Wah Chu and Hui Yan},
url = {http://link.springer.com/10.1007/978-3-030-71305-8_12},
doi = {10.1007/978-3-030-71305-8_12},
year = {2021},
date = {2021-01-01},
booktitle = {Proceedings of the 16th iConference},
pages = {156--166},
publisher = {Springer},
address = {Beijing, China (Virtual Event)},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Felix Hamborg Newsalyze: A system to support balanced news consumption In: Invited talk at the Digital Democracy Lab of the University of Zurich, Switzerland. Inv. by Prof. Fabrizio Gilardi, 2021. @article{Hamborg2021x,
title = {Newsalyze: A system to support balanced news consumption},
author = {Felix Hamborg},
year = {2021},
date = {2021-01-01},
journal = {Invited talk at the Digital Democracy Lab of the University of Zurich, Switzerland. Inv. by Prof. Fabrizio Gilardi},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
Timo Spinde, Felix Hamborg, Bela Gipp An Integrated Approach to Detect Media Bias in German News Articles In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 505–506, ACM, New York, NY, USA, 2020, ISBN: 9781450375856. @inproceedings{Spinde2020b,
title = {An Integrated Approach to Detect Media Bias in German News Articles},
author = {Timo Spinde and Felix Hamborg and Bela Gipp},
url = {https://dl.acm.org/doi/10.1145/3383583.3398585},
doi = {10.1145/3383583.3398585},
isbn = {9781450375856},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020},
pages = {505--506},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Norman Meuschke, Bela Gipp Bias-aware news analysis using matrix-based news aggregation In: International Journal on Digital Libraries, vol. 21, no. 2, pp. 129–147, 2020, ISSN: 1432-5012. @article{Hamborg2020h,
title = {Bias-aware news analysis using matrix-based news aggregation},
author = {Felix Hamborg and Norman Meuschke and Bela Gipp},
url = {http://link.springer.com/10.1007/s00799-018-0239-9},
doi = {10.1007/s00799-018-0239-9},
issn = {1432-5012},
year = {2020},
date = {2020-01-01},
journal = {International Journal on Digital Libraries},
volume = {21},
number = {2},
pages = {129--147},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Philipp Scharpf, Moritz Schubotz, Abdou Youssef, Felix Hamborg, Norman Meuschke, Bela Gipp Classification and Clustering of arXiv Documents, Sections, and Abstracts, Comparing Encodings of Natural and Mathematical Language In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 137–146, ACM, New York, NY, USA, 2020, ISBN: 9781450375856. @inproceedings{Scharpf2020,
title = {Classification and Clustering of arXiv Documents, Sections, and Abstracts, Comparing Encodings of Natural and Mathematical Language},
author = {Philipp Scharpf and Moritz Schubotz and Abdou Youssef and Felix Hamborg and Norman Meuschke and Bela Gipp},
url = {https://dl.acm.org/doi/10.1145/3383583.3398529},
doi = {10.1145/3383583.3398529},
isbn = {9781450375856},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020},
pages = {137--146},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Timo Spinde, Felix Hamborg, Karsten Donnay, Angelica Becerra, Bela Gipp Enabling News Consumers to View and Understand Biased News Coverage: A Study on the Perception and Visualization of Media Bias In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 389–392, ACM, New York, NY, USA, 2020, ISBN: 9781450375856. @inproceedings{Spinde2020c,
title = {Enabling News Consumers to View and Understand Biased News Coverage: A Study on the Perception and Visualization of Media Bias},
author = {Timo Spinde and Felix Hamborg and Karsten Donnay and Angelica Becerra and Bela Gipp},
url = {https://dl.acm.org/doi/10.1145/3383583.3398619},
doi = {10.1145/3383583.3398619},
isbn = {9781450375856},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020},
pages = {389--392},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ming C. Hao, Nelson L. Chang, Justin Aaron Scaggs, Felix Hamborg, Daniel A. Keim Generating cohorts using automated weighting and multi-level ranking 2020. @misc{Hao2020,
title = {Generating cohorts using automated weighting and multi-level ranking},
author = {Ming C. Hao and Nelson L. Chang and Justin Aaron Scaggs and Felix Hamborg and Daniel A. Keim},
year = {2020},
date = {2020-01-01},
pages = {1--14},
publisher = {United States Patent and Trademark Office},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
|
Felix Hamborg Illegale Einwanderer, Flüchtlinge oder Geflüchtete? Eine Einführung in die automatisierte Erkennung von Media Bias durch Wortwahl In: Invited talk at the Truth and Fake Symposium by the Brandenburg University of Technology, Berlin, Germany. Inv. by Appl.Prof. Peter Klimczak, 2020. @article{Hamborg2020g,
title = {Illegale Einwanderer, Flüchtlinge oder Geflüchtete? Eine Einführung in die automatisierte Erkennung von Media Bias durch Wortwahl},
author = {Felix Hamborg},
year = {2020},
date = {2020-01-01},
journal = {Invited talk at the Truth and Fake Symposium by the Brandenburg University of Technology, Berlin, Germany. Inv. by Appl.Prof. Peter Klimczak},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Anastasia Zhukova, Felix Hamborg, Bela Gipp Interpretable and Comparative Textual Dataset Exploration Using Near-Identity Mention Relations In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 457–458, ACM, New York, NY, USA, 2020, ISBN: 9781450375856. @inproceedings{Zhukova2020,
title = {Interpretable and Comparative Textual Dataset Exploration Using Near-Identity Mention Relations},
author = {Anastasia Zhukova and Felix Hamborg and Bela Gipp},
url = {https://dl.acm.org/doi/10.1145/3383583.3398562},
doi = {10.1145/3383583.3398562},
isbn = {9781450375856},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020},
pages = {457--458},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Anastasia Zhukova, Felix Hamborg, Bela Gipp Interpretable Topic Modeling Using Near-Identity Cross-Document Coreference Resolution In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 461–462, ACM, New York, NY, USA, 2020, ISBN: 9781450375856. @inproceedings{Zhukova2020a,
title = {Interpretable Topic Modeling Using Near-Identity Cross-Document Coreference Resolution},
author = {Anastasia Zhukova and Felix Hamborg and Bela Gipp},
url = {https://dl.acm.org/doi/10.1145/3383583.3398564},
doi = {10.1145/3383583.3398564},
isbn = {9781450375856},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020},
pages = {461--462},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Timo Spinde, Felix Hamborg, Bela Gipp Media Bias in German News Articles: A Combined Approach In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020,Workshops, pp. 581–590, Springer International Publishing, 2020. @inproceedings{Spinde2020h,
title = {Media Bias in German News Articles: A Combined Approach},
author = {Timo Spinde and Felix Hamborg and Bela Gipp},
url = {http://link.springer.com/10.1007/978-3-030-65965-3_41},
doi = {10.1007/978-3-030-65965-3_41},
year = {2020},
date = {2020-01-01},
booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020,Workshops},
pages = {581--590},
publisher = {Springer International Publishing},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL): Student Research Workshops, pp. 79–87, Association for Computational Linguistics, Stroudsburg, PA, USA, 2020. @inproceedings{Hamborg2020i,
title = {Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling},
author = {Felix Hamborg},
url = {https://www.aclweb.org/anthology/2020.acl-srw.12},
doi = {10.18653/v1/2020.acl-srw.12},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL): Student Research Workshops},
pages = {79--87},
publisher = {Association for Computational Linguistics},
address = {Stroudsburg, PA, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Anastasia Zhukova, Karsten Donnay, Bela Gipp Newsalyze: Enabling News Consumers to Understand Media Bias In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 455–456, ACM, New York, NY, USA, 2020, ISBN: 9781450375856. @inproceedings{Hamborg2020f,
title = {Newsalyze: Enabling News Consumers to Understand Media Bias},
author = {Felix Hamborg and Anastasia Zhukova and Karsten Donnay and Bela Gipp},
url = {https://dl.acm.org/doi/10.1145/3383583.3398561},
doi = {10.1145/3383583.3398561},
isbn = {9781450375856},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020},
pages = {455--456},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Lukas Gebhard, Felix Hamborg The POLUSA Dataset: 0.9M Political News Articles Balanced by Time and Outlet Popularity In: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, pp. 467–468, ACM, New York, NY, USA, 2020, ISBN: 9781450375856. @inproceedings{Gebhard2020a,
title = {The POLUSA Dataset: 0.9M Political News Articles Balanced by Time and Outlet Popularity},
author = {Lukas Gebhard and Felix Hamborg},
url = {https://dl.acm.org/doi/10.1145/3383583.3398567},
doi = {10.1145/3383583.3398567},
isbn = {9781450375856},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020},
pages = {467--468},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2019
|
Felix Hamborg (Semi-)Automated Methods to Identify and Analyze Media Bias: Slanted News Coverage Through the Eyes of a Computer Scientist In: Invited talk at the IstKon Student Exchange of the Marmara University of Istanbul, Turkey and the University of Konstanz, Germany, 2019. @article{Hamborg2019j,
title = {(Semi-)Automated Methods to Identify and Analyze Media Bias: Slanted News Coverage Through the Eyes of a Computer Scientist},
author = {Felix Hamborg},
year = {2019},
date = {2019-01-01},
journal = {Invited talk at the IstKon Student Exchange of the Marmara University of Istanbul, Turkey and the University of Konstanz, Germany},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felix Hamborg, Anastasia Zhukova, Bela Gipp Automated Identification of Media Bias by Word Choice and Labeling in News Articles In: 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), pp. 196–205, IEEE, Champaign, IL, USA, 2019, ISBN: 978-1-7281-1547-4. @inproceedings{Hamborg2019k,
title = {Automated Identification of Media Bias by Word Choice and Labeling in News Articles},
author = {Felix Hamborg and Anastasia Zhukova and Bela Gipp},
url = {https://ieeexplore.ieee.org/document/8791197/},
doi = {10.1109/JCDL.2019.00036},
isbn = {978-1-7281-1547-4},
year = {2019},
date = {2019-01-01},
booktitle = {2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL)},
pages = {196--205},
publisher = {IEEE},
address = {Champaign, IL, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Karsten Donnay, Bela Gipp Automated identification of media bias in news articles: an interdisciplinary literature review In: International Journal on Digital Libraries, vol. 20, no. 4, pp. 391–415, 2019, ISSN: 1432-5012. @article{Hamborg2019g,
title = {Automated identification of media bias in news articles: an interdisciplinary literature review},
author = {Felix Hamborg and Karsten Donnay and Bela Gipp},
url = {http://link.springer.com/10.1007/s00799-018-0261-y},
doi = {10.1007/s00799-018-0261-y},
issn = {1432-5012},
year = {2019},
date = {2019-01-01},
journal = {International Journal on Digital Libraries},
volume = {20},
number = {4},
pages = {391--415},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felix Hamborg Automating the Frame Analysis to Analyze Media Bias In: Invited talk at the Indo-German Workshop on Information Retrieval, Informetrics and Scientometrics (IRIS), Indo-German Science and Technology Centre, Cologne, Germany. Inv. by Philipp Mayr, 2019. @article{Hamborg2019i,
title = {Automating the Frame Analysis to Analyze Media Bias},
author = {Felix Hamborg},
year = {2019},
date = {2019-01-01},
journal = {Invited talk at the Indo-German Workshop on Information Retrieval, Informetrics and Scientometrics (IRIS), Indo-German Science and Technology Centre, Cologne, Germany. Inv. by Philipp Mayr},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felix Hamborg Freedom Fighters or Terrorists? Automated Identification of Media Bias by Word Choice and Labeling In: Invited talk at the iScience Research Lab Meeting, Dept. of Psychology, University of Konstanz. Inv. by Prof. Ulf-Dietrich Reips, 2019. @article{Hamborg2019m,
title = {Freedom Fighters or Terrorists? Automated Identification of Media Bias by Word Choice and Labeling},
author = {Felix Hamborg},
year = {2019},
date = {2019-01-01},
journal = {Invited talk at the iScience Research Lab Meeting, Dept. of Psychology, University of Konstanz. Inv. by Prof. Ulf-Dietrich Reips},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felix Hamborg, Corinna Breitinger, Bela Gipp Giveme5W1H: A Universal System for Extracting Main Events from News Articles In: Proceedings of the 13th ACM Conference on Recommender Systems, 7th International Workshop on News Recommendation and Analytics (INRA 2019), pp. 1–8, Copenhagen, Denmark, 2019. @inproceedings{Hamborg2019f,
title = {Giveme5W1H: A Universal System for Extracting Main Events from News Articles},
author = {Felix Hamborg and Corinna Breitinger and Bela Gipp},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 13th ACM Conference on Recommender Systems, 7th International Workshop on News Recommendation and Analytics (INRA 2019)},
pages = {1--8},
address = {Copenhagen, Denmark},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing In: Proceedings of the Doctoral Consortium of the ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2019), pp. 1–10, Urbana-Champaign, IL, USA, 2019. @inproceedings{Hamborg2019l,
title = {Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing},
author = {Felix Hamborg},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the Doctoral Consortium of the ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2019)},
pages = {1--10},
address = {Urbana-Champaign, IL, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing In: Proceedings of the Doctoral Colloquium of the iConference 2019, Washington, DC, USA, 2019. @inproceedings{Hamborg2019h,
title = {Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing},
author = {Felix Hamborg},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the Doctoral Colloquium of the iConference 2019},
address = {Washington, DC, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Anastasia Zhukova, Bela Gipp Illegal Aliens or Undocumented Immigrants? Towards the Automated Identification of Bias by Word Choice and Labeling In: Information in Contemporary Society: iConference 2019, pp. 179–187, Springer International Publishing, Washington, DC, USA, 2019. @inproceedings{Hamborg2019n,
title = {Illegal Aliens or Undocumented Immigrants? Towards the Automated Identification of Bias by Word Choice and Labeling},
author = {Felix Hamborg and Anastasia Zhukova and Bela Gipp},
url = {http://link.springer.com/10.1007/978-3-030-15742-5_17},
doi = {10.1007/978-3-030-15742-5_17},
year = {2019},
date = {2019-01-01},
booktitle = {Information in Contemporary Society: iConference 2019},
pages = {179--187},
publisher = {Springer International Publishing},
address = {Washington, DC, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2018
|
Felix Hamborg (Semi-)Automated Methods to Identify and Analyze Media Bias: Slanted News Coverage Through the Eyes of a Computer Scientist In: Invited talk at conference Concerning Matters and Truths: Postmodernism's Shift and the Left-Right-Divide at the House of the World's Cultures. Berlin, Germany. Inv. by Prof. Albrecht Koschorke, 2018. @article{Hamborg2018i,
title = {(Semi-)Automated Methods to Identify and Analyze Media Bias: Slanted News Coverage Through the Eyes of a Computer Scientist},
author = {Felix Hamborg},
year = {2018},
date = {2018-01-01},
journal = {Invited talk at conference Concerning Matters and Truths: Postmodernism's Shift and the Left-Right-Divide at the House of the World's Cultures. Berlin, Germany. Inv. by Prof. Albrecht Koschorke},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felix Hamborg, Corinna Breitinger, Moritz Schubotz, Soeren Lachnit, Bela Gipp Extraction of Main Event Descriptors from News Articles by Answering the Journalistic Five W and One H Questions In: Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, pp. 339–340, ACM, New York, NY, USA, 2018, ISBN: 9781450351782. @inproceedings{Hamborg2018f,
title = {Extraction of Main Event Descriptors from News Articles by Answering the Journalistic Five W and One H Questions},
author = {Felix Hamborg and Corinna Breitinger and Moritz Schubotz and Soeren Lachnit and Bela Gipp},
url = {https://dl.acm.org/doi/10.1145/3197026.3203899},
doi = {10.1145/3197026.3203899},
isbn = {9781450351782},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries},
pages = {339--340},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Soeren Lachnit, Moritz Schubotz, Thomas Hepp, Bela Gipp Giveme5W: Main Event Retrieval from News Articles by Extraction of the Five Journalistic W Questions In: Transforming Digital Worlds: iConference 2018, pp. 356–366, Springer, Sheffield, UK, 2018. @inproceedings{Hamborg2018j,
title = {Giveme5W: Main Event Retrieval from News Articles by Extraction of the Five Journalistic W Questions},
author = {Felix Hamborg and Soeren Lachnit and Moritz Schubotz and Thomas Hepp and Bela Gipp},
url = {http://link.springer.com/10.1007/978-3-319-78105-1_39},
doi = {10.1007/978-3-319-78105-1_39},
year = {2018},
date = {2018-01-01},
booktitle = {Transforming Digital Worlds: iConference 2018},
pages = {356--366},
publisher = {Springer},
address = {Sheffield, UK},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg How to crawl and scrape news articles from online news outlets In: Invited talk at the Digital Content and Media Sciences division lab meeting at the National Institute of Informatics, Tokyo, Japan. Inv. by Prof. Akiko Aizawa, 2018. @article{Hamborg2018g,
title = {How to crawl and scrape news articles from online news outlets},
author = {Felix Hamborg},
year = {2018},
date = {2018-01-01},
journal = {Invited talk at the Digital Content and Media Sciences division lab meeting at the National Institute of Informatics, Tokyo, Japan. Inv. by Prof. Akiko Aizawa},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felix Hamborg Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing In: Doctoral proposal, Dept. of Computer and Information Science, University of Konstanz, pp. 1–8, 2018. @article{Hamborg2018h,
title = {Identification of Media Bias by Word Choice and Labeling in News Articles Using Natural Language Processing},
author = {Felix Hamborg},
year = {2018},
date = {2018-01-01},
journal = {Doctoral proposal, Dept. of Computer and Information Science, University of Konstanz},
pages = {1--8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Moritz Schubotz, Philipp Scharpf, Kaushal Dudhat, Yash Nagar, Felix Hamborg, Bela Gipp Introducing MathQA: a Math-Aware question answering system In: Information Discovery and Delivery, vol. 46, no. 4, pp. 214–224, 2018, ISSN: 2398-6247. @article{Schubotz2018c,
title = {Introducing MathQA: a Math-Aware question answering system},
author = {Moritz Schubotz and Philipp Scharpf and Kaushal Dudhat and Yash Nagar and Felix Hamborg and Bela Gipp},
url = {https://www.emerald.com/insight/content/doi/10.1108/IDD-06-2018-0022/full/html},
doi = {10.1108/IDD-06-2018-0022},
issn = {2398-6247},
year = {2018},
date = {2018-01-01},
journal = {Information Discovery and Delivery},
volume = {46},
number = {4},
pages = {214--224},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2017
|
Norman Meuschke, Moritz Schubotz, Felix Hamborg, Tomas Skopal, Bela Gipp Analyzing Mathematical Content to Detect Academic Plagiarism In: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM 2017), pp. 2211–2214, ACM, New York, NY, USA, 2017, ISBN: 9781450349185. @inproceedings{Meuschke2017a,
title = {Analyzing Mathematical Content to Detect Academic Plagiarism},
author = {Norman Meuschke and Moritz Schubotz and Felix Hamborg and Tomas Skopal and Bela Gipp},
url = {https://dl.acm.org/doi/10.1145/3132847.3133144},
doi = {10.1145/3132847.3133144},
isbn = {9781450349185},
year = {2017},
date = {2017-01-01},
booktitle = {Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM 2017)},
pages = {2211--2214},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felix Hamborg, Moustafa Elmaghraby, Corinna Breitinger, Bela Gipp Automated Generation of Timestamped Patent Abstracts at Scale to Outsmart Patent-Trolls In: 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) at the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 101–106, SunSITE Central Europe, Tokyo, Japan, 2017. @inproceedings{Hamborg2017f,
title = {Automated Generation of Timestamped Patent Abstracts at Scale to Outsmart Patent-Trolls},
author = {Felix Hamborg and Moustafa Elmaghraby and Corinna Breitinger and Bela Gipp},
year = {2017},
date = {2017-01-01},
booktitle = {2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) at the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval},
pages = {101--106},
publisher = {SunSITE Central Europe},
address = {Tokyo, Japan},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Moritz Schubotz, Leonard Krämer, Norman Meuschke, Felix Hamborg, Bela Gipp Evaluating and Improving the Extraction of Mathematical Identifier Definitions In: Proceedings of the 8th International Conference of the CLEF Association (CLEF 2017), pp. 82–94, Dublin, Ireland, 2017. @incollection{Schubotz2017,
title = {Evaluating and Improving the Extraction of Mathematical Identifier Definitions},
author = {Moritz Schubotz and Leonard Krämer and Norman Meuschke and Felix Hamborg and Bela Gipp},
url = {http://link.springer.com/10.1007/978-3-319-65813-1_7},
doi = {10.1007/978-3-319-65813-1_7},
year = {2017},
date = {2017-01-01},
booktitle = {Proceedings of the 8th International Conference of the CLEF Association (CLEF 2017)},
pages = {82--94},
address = {Dublin, Ireland},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Felix Hamborg, Alexander Neef File recovery on client server system 2017. @misc{Hamborg2017g,
title = {File recovery on client server system},
author = {Felix Hamborg and Alexander Neef},
year = {2017},
date = {2017-01-01},
pages = {1--14},
publisher = {United States Patent and Trademark Office},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
|
