--- title: "Fraunhofer Institute for Intelligent Analysis and" description: "Fraunhofer Institute for Intelligent Analysis and Information Systems (Sankt Augustin, Germany): 3 works on the Elamur Research site, 3 people with a…" canonical: "https://research.elamur.ai/free/en/labs/fraunhofer-institute-for-intelligent-analysis-and-information-systems/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/labs/fraunhofer-institute-for-intelligent-analysis-and-information-systems/) [home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [labs](https://md.research.elamur.ai/free/en/labs/) / Fraunhofer Institute for Intelligent Analysis and Information Systems # Fraunhofer Institute for Intelligent Analysis and Information Systems Research institute · IAIS [Sankt Augustin](https://md.research.elamur.ai/free/en/agglomerations/cologne/), [Germany](https://md.research.elamur.ai/free/en/countries/germany/)in the agglomeration of [Cologne](https://md.research.elamur.ai/free/en/agglomerations/cologne/) - [Website](https://www.iais.fraunhofer.de) - [ROR](https://ror.org/04nc32781) - [OpenAlex](https://openalex.org/I4210144576) [**3** works in our library](https://md.research.elamur.ai/free/en/labs/fraunhofer-institute-for-intelligent-analysis-and-information-systems/#works) · [**3** people with a page](https://md.research.elamur.ai/free/en/labs/fraunhofer-institute-for-intelligent-analysis-and-information-systems/#authors) · [**270** citations of these works](https://md.research.elamur.ai/free/en/labs/fraunhofer-institute-for-intelligent-analysis-and-information-systems/#works) · [**187** citations in our library](https://md.research.elamur.ai/free/en/labs/fraunhofer-institute-for-intelligent-analysis-and-information-systems/#works) ## People (3) Authors with a page here who worked or studied at Fraunhofer Institute for Intelligent Analysis and Information Systems: first those whose cited work was done most here; beside each, their citations. ### Core (3) Confirmed by their records, or by their bylines here with a fair part of their work. - [Johannes Leveling](https://md.research.elamur.ai/free/en/authors/johannes-leveling/) — current · 2023–2026 on 7 papers · 2 papers here · 1,028 citations - [Rafet Sifa](https://md.research.elamur.ai/free/en/authors/rafet-sifa/) — current · 2014–2026 on 172 papers · 2 papers here · 363 citations - [Jens Lehmann](https://md.research.elamur.ai/free/en/authors/jens-lehmann/) — 2016–2022 on 88 papers · employment (Wikidata) · 2 papers here · 177 citations ## Works in our library (3) The most cited first (OpenAlex citations plus our library's). - [Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization](https://md.research.elamur.ai/free/en/papers/ramamurthy-2022-reinforcement-learning-natural-language-processing/) — Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiante Brantley, et al. · 2022 · 166 citations - [Tokenizer Choice For LLM Training: Negligible or Crucial?](https://md.research.elamur.ai/free/en/papers/ali-2024-tokenizer-choice-llm-training-negligible/) — Mehdi Ali, Michael Fromm, Klaudia Thellmann, et al. · 2024 · 102 citations - [Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-Training](https://md.research.elamur.ai/free/en/papers/deen-2023-improving-natural-language-inference-arabic/) — Mohammad Majd Saad Al Deen, Maren Pielka, Jorn Hees, et al. · 2023 · 2 citations ## Topics Topics of its works in our library, with the number of works on each. [Language models & pretraining (2)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Tokenization & segmentation (1)](https://md.research.elamur.ai/free/en/topics/tokenization/) ## Fields [Linguistics & languages (1)](https://md.research.elamur.ai/free/en/shelves/linguistics/) · [Natural language processing (1)](https://md.research.elamur.ai/free/en/shelves/nlp/) ## Collaborates with Institutions on the bylines of the same works here; the number is the works they share. [University of Washington 1](https://md.research.elamur.ai/free/en/universities/university-of-washington/) [Allen Institute for Artificial Intelligence 1](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) [Cornell University 1](https://md.research.elamur.ai/free/en/universities/cornell-university/) [Technische Universität Dresden 1](https://md.research.elamur.ai/free/en/universities/technische-universitat-dresden/) [German Research Centre for Artificial Intelligence 1](https://md.research.elamur.ai/free/en/labs/german-research-centre-for-artificial-intelligence/) [University of Bonn 1](https://md.research.elamur.ai/free/en/universities/university-of-bonn/) Hochschule Bonn-Rhein-Sieg 1 Lamarr Institute for Machine Learning and Artificial Intelligence 1 ## Parent and units **Part of** Fraunhofer-Gesellschaft **Units** Lamarr Institute for Machine Learning and Artificial Intelligence From the Research Organization Registry (ROR); those with a page here are linked. Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at Fraunhofer Institute for Intelligent Analysis and Information Systems; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.