Benjamin Roth

1.5k total citations
55 papers, 721 citations indexed

About

Benjamin Roth is a scholar working on Artificial Intelligence, Molecular Biology and Information Systems. According to data from OpenAlex, Benjamin Roth has authored 55 papers receiving a total of 721 indexed citations (citations by other indexed papers that have themselves been cited), including 43 papers in Artificial Intelligence, 4 papers in Molecular Biology and 4 papers in Information Systems. Recurrent topics in Benjamin Roth's work include Topic Modeling (32 papers), Natural Language Processing Techniques (24 papers) and Advanced Text Analysis Techniques (8 papers). Benjamin Roth is often cited by papers focused on Topic Modeling (32 papers), Natural Language Processing Techniques (24 papers) and Advanced Text Analysis Techniques (8 papers). Benjamin Roth collaborates with scholars based in Germany, Austria and United States. Benjamin Roth's co-authors include Dietrich Klakow, Andrew McCallum, Arvind Neelakantan, Michael Wiegand, Alexandra Balahur, Andrés Montoyo, Hinrich Schütze, Martin Schmitt, Caroline Sporleder and Linlin Li and has published in prestigious journals such as PLoS ONE, Cancer Research and Artificial Intelligence Review.

In The Last Decade

Benjamin Roth

42 papers receiving 663 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Benjamin Roth Germany 12 656 91 69 58 52 55 721
Johannes Deleu Belgium 9 517 0.8× 93 1.0× 65 0.9× 89 1.5× 36 0.7× 32 584
Peng Qi China 7 557 0.8× 80 0.9× 40 0.6× 64 1.1× 63 1.2× 24 635
Diego Marcheggiani Italy 8 601 0.9× 75 0.8× 33 0.5× 78 1.3× 106 2.0× 14 671
Arvind Neelakantan United States 8 607 0.9× 44 0.5× 57 0.8× 33 0.6× 68 1.3× 11 645
Antske Fokkens Netherlands 10 445 0.7× 77 0.8× 50 0.7× 43 0.7× 34 0.7× 63 492
Nedim Lipka United States 13 434 0.7× 177 1.9× 37 0.5× 46 0.8× 71 1.4× 44 601
Rafael Muñoz Spain 18 729 1.1× 149 1.6× 33 0.5× 78 1.3× 39 0.8× 100 809
Saeedeh Shekarpour Germany 13 334 0.5× 111 1.2× 68 1.0× 53 0.9× 30 0.6× 29 402
Ralf Steinberger Italy 18 1.0k 1.6× 181 2.0× 43 0.6× 35 0.6× 47 0.9× 55 1.1k
Andras Csomai United States 7 664 1.0× 208 2.3× 64 0.9× 69 1.2× 45 0.9× 10 748

Countries citing papers authored by Benjamin Roth

Since Specialization
Citations

This map shows the geographic impact of Benjamin Roth'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 Benjamin Roth with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benjamin Roth more than expected).

Fields of papers citing papers by Benjamin Roth

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Benjamin Roth. 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 Benjamin Roth. The network helps show where Benjamin Roth may publish in the future.

Co-authorship network of co-authors of Benjamin Roth

This figure shows the co-authorship network connecting the top 25 collaborators of Benjamin Roth. A scholar is included among the top collaborators of Benjamin Roth based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Benjamin Roth. Benjamin Roth is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
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Roth, Benjamin, et al.. (2025). Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior. PLoS ONE. 20(6). e0325664–e0325664.
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Roth, Benjamin, et al.. (2024). Specification overfitting in artificial intelligence. Artificial Intelligence Review. 58(2). 5 indexed citations
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Stephan, Andreas, et al.. (2024). Counterfactual Reasoning with Knowledge Graph Embeddings. 2753–2772. 1 indexed citations
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Dolog, Peter, et al.. (2024). The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods. VBN Forskningsportal (Aalborg Universitet). 589–592.
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Roth, Benjamin, et al.. (2020). Intent Recognition in Doctor-Patient Interviews. Language Resources and Evaluation. 702–709. 2 indexed citations
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Neelakantan, Arvind, Benjamin Roth, & Andrew McCallum. (2015). Compositional Vector Space Models for Knowledge Base Completion. 156–166. 140 indexed citations
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Wiegand, Michael, et al.. (2012). A Gold Standard for Relation Extraction in the Food Domain. Language Resources and Evaluation. 507–514. 9 indexed citations
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Roth, Benjamin, et al.. (2012). Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012.. Theory and applications of categories. 6 indexed citations
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Xu, Fang, et al.. (2011). Saarland University Spoken Language Systems Group at TAC KBP 2011. Theory and applications of categories. 1 indexed citations
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Wiegand, Michael, Alexandra Balahur, Benjamin Roth, Dietrich Klakow, & Andrés Montoyo. (2010). A survey on the role of negation in sentiment analysis. Publication Server of the Institute for German Language (Institute for German Language). 60–68. 145 indexed citations
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Momtazi, Saeedeh, Michael Wiegand, Fang Xu, et al.. (2010). Saarland University Spoken Language Systems at the Slot Filling Task of TAC KBP 2010. Theory and applications of categories. 6 indexed citations
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Li, Linlin, Benjamin Roth, & Caroline Sporleder. (2010). Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection. Meeting of the Association for Computational Linguistics. 1138–1147. 50 indexed citations
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Roth, Benjamin, Andrew McCallum, Marc Dymetman, & Nicola Cancedda. (2009). Machine Translation Using Overlapping Alignments and SampleRank. Conference of the Association for Machine Translation in the Americas. 3 indexed citations

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.

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