Katrin Erk
Impact in
- Artificial Intelligence top 0.5%
- Natural Language Processing Techniques
- Topic Modeling
- Speech and dialogue systems
- Semantic Web and Ontologies
- Advanced Text Analysis Techniques
- Text Readability and Simplification
- Cultural Studies top 1%
- Language and cultural evolution
Papers in
-
- Natural Language Processing Techniques 76
- Topic Modeling 68
- Speech and dialogue systems 20
- Semantic Web and Ontologies 16
- Advanced Text Analysis Techniques 8
- Bayesian Modeling and Causal Inference 6
- Logic, Reasoning, and Knowledge 5
- Co-authors
- Sebastian Padó (19 shared papers)Anette Frank (5 shared papers)Diana McCarthy (4 shared papers)Stephen Roller (4 shared papers)Aljoscha Burchardt (3 shared papers)Raymond J. Mooney (8 shared papers)Gemma Boleda (4 shared papers)Pengxiang Cheng (4 shared papers)
- Journals
- Language Resources and Evaluation (6 papers)Computational Linguistics (4 papers)Natural Language Engineering (1 paper)Biochemical Pharmacology (1 paper)Nature Computational Science (1 paper)
- Partner nations
- United StatesGermanyUnited Kingdom
In The Last Decade
Katrin Erk
93 papers receiving 2.1k citations
Peers
Comparison fields: 5 of 73
- Artificial Intelligence 2.1k
- Cultural Studies 132
- Language and Linguistics 163
- Experimental and Cognitive Psychology 96
- Computer Vision and Pattern Recognition 156
Countries citing papers authored by Katrin Erk
This map shows the geographic impact of Katrin Erk's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Katrin Erk with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Katrin Erk more than expected).
Fields of papers citing papers by Katrin Erk
This network shows the impact of papers produced by Katrin Erk. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Katrin Erk. The network helps show where Katrin Erk may publish in the future.
Co-authors
The 25 scholars most cited alongside Katrin Erk, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 95 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2008 | 240 | |
| 2 | 2012 | 215 | |
| 3 | 2006 | 127 | |
| 4 | A Simple, Similarity-based Model for Selectional Preferences | 2007 | 97 |
| 5 | Inclusive yet Selective: Supervised Distributional Hypernymy Detection | 2014 | 97 |
| 6 | 2007 | 84 | |
| 7 | Exemplar-Based Models for Word Meaning in Context | 2010 | 61 |
| 8 | 2010 | 59 | |
| 9 | 2003 | 58 | |
| 10 | A WordNet Detour to FrameNet | 2005 | 54 |
| 11 | 2006 | 51 | |
| 12 | 2014 | 49 | |
| 13 | Montague Meets Markov: Deep Semantics with Probabilistic Logical Form | 2013 | 46 |
| 14 | 2009 | 45 | |
| 15 | 2012 | 42 | |
| 16 | 2018 | 41 | |
| 17 | 2006 | 40 | |
| 18 | 2009 | 39 | |
| 19 | Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models | 2011 | 37 |
| 20 | Integrating logical representations with probabilistic information using Markov logic | 2011 | 36 |
About Katrin Erk
Katrin Erk is a scholar working on Artificial Intelligence, Computer Networks and Communications, Cultural Studies, Language and Linguistics and Molecular Biology, having authored 95 papers that have together received 2.3k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (76 papers), Topic Modeling (68 papers), Speech and dialogue systems (20 papers), Semantic Web and Ontologies (16 papers), Advanced Text Analysis Techniques (8 papers), Language and cultural evolution (6 papers), Bayesian Modeling and Causal Inference (6 papers) and Logic, Reasoning, and Knowledge (5 papers). The work is most often cited by research in Artificial Intelligence (2.1k citations), Cultural Studies (132 citations), Language and Linguistics (163 citations), Experimental and Cognitive Psychology (96 citations) and Computer Vision and Pattern Recognition (156 citations). Katrin Erk has collaborated with scholars based in United States, Germany and United Kingdom. Frequent co-authors include Sebastian Padó, Anette Frank, Diana McCarthy, Stephen Roller, Aljoscha Burchardt, Raymond J. Mooney, Gemma Boleda, Pengxiang Cheng, Collin F. Baker and Michael Ellsworth. Their work appears in journals such as Language Resources and Evaluation, Computational Linguistics, Natural Language Engineering, Biochemical Pharmacology and Nature Computational Science.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.