--- title: "Heinrich Küttler — author profile and papers — Elamur Research" description: "Heinrich Küttler: 2 papers on Elamur Research (2020–2021), h-index 12 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/heinrich-kuttler/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/heinrich-kuttler/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Heinrich Küttler # Heinrich Küttler Heinrich Küttler has 2 papers in our library, in 2020–2021, most of them on [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Aleksandra Piktus](https://md.research.elamur.ai/free/en/authors/aleksandra-piktus/), [Patrick Lewis](https://md.research.elamur.ai/free/en/authors/patrick-lewis/), [Sebastian Riedel](https://md.research.elamur.ai/free/en/authors/sebastian-riedel/). 2 papers in our library · 2020–2021 [OpenAlex](https://openalex.org/A5004147468) · [**h-index 12**](https://openalex.org/authors/A5004147468) · [19 works](https://openalex.org/works?filter=author.id:A5004147468) · [4,278 citations](https://openalex.org/works?filter=author.id:A5004147468&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/heinrich-kuttler/#papers) · [🔗 Cited 3,530 times in our library](https://md.research.elamur.ai/free/en/authors/heinrich-kuttler/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #513](https://md.research.elamur.ai/free/en/paper-stars/page/6/#star-513) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Heinrich+K%C3%BCttler) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Heinrich+K%C3%BCttler) · [dblp](https://dblp.org/search?q=Heinrich+K%C3%BCttler) · [ACL Anthology](https://aclanthology.org/search/?q=Heinrich+K%C3%BCttler) ## Affiliations [🏢**Meta** Menlo Park · United States 2019–2021 · 4 papers](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 2011–2014 · 3 papers](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/) · [🏢**Meta** Tel Aviv · Israel 2020–2021 · 2 papers](https://md.research.elamur.ai/free/en/companies/meta-israel/) · [🏢**Meta** London · United Kingdom 2019–2020 · 2 papers](https://md.research.elamur.ai/free/en/companies/meta-united-kingdom/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 9 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Safety, Risk, Reliability and Quality · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/safety-risk-reliability-and-quality/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) 💡 Concepts 3 Key ideas and methods explained on our concept pages.[Natural language processing · 1 work](https://md.research.elamur.ai/free/en/concepts/natural-language-processing/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/concepts/question-answering/) · [Retrieval-augmented generation · 1 work](https://md.research.elamur.ai/free/en/concepts/retrieval-augmented-generation/) ## Works by year ### 2020s [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/heinrich-kuttler/year/2021/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/heinrich-kuttler/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks](https://md.research.elamur.ai/free/en/papers/lewis-2020-retrieval-augmented-generation-knowledge-intensive/)** *(2020 · 6,256 citations)* Large pre-trained language models store many facts in their weights, but they offer poor means of precisely accessing this knowledge, updating it, or showing where an answer came from. 2. **[PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them](https://md.research.elamur.ai/free/en/papers/lewis-2021-paq-65-million-probably-asked/)** *(2021 · 288 citations)* Open-domain QA systems that work directly with question-answer pairs, such as closed-book (CBQA) models and QA-pair retrievers, are fast, compact and easy to inspect and update. ## All works 6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks arXiv:2005.11401**Patrick Lewis, Ethan Perez, Aleksandra Piktus, et al.*2020 · 6,256 citations*](https://md.research.elamur.ai/free/en/papers/lewis-2020-retrieval-augmented-generation-knowledge-intensive/) 2. **[StarCraft II: A New Challenge for Reinforcement Learning ↗](https://arxiv.org/abs/1708.04782) arXiv (Cornell University) · no summary yet**Oriol Vinyals et al.*2017 · 680 citations* 3. **[PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them](https://md.research.elamur.ai/free/en/papers/lewis-2021-paq-65-million-probably-asked/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Patrick Lewis, Yuxiang Wu, Linqing Liu, et al.*2021 · 288 citations* 4. **[DeepMind Lab ↗](https://arxiv.org/abs/1612.03801) arXiv:1612.03801 · no summary yet**Charles Beattie et al.*2016 · 134 citations* 5. **[NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned ↗](https://arxiv.org/abs/2101.00133) arXiv (Cornell University) · no summary yet**Sewon Min et al.*2021 · 108 citations* 6. **[Kickstarting Deep Reinforcement Learning ↗](https://arxiv.org/abs/1803.03835) arXiv (Cornell University) · no summary yet**Simon Schmitt et al.*2018 · 51 citations* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Aleksandra Piktus](https://md.research.elamur.ai/free/en/authors/aleksandra-piktus/) ×2 - [Patrick Lewis](https://md.research.elamur.ai/free/en/authors/patrick-lewis/) ×2 - [Sebastian Riedel](https://md.research.elamur.ai/free/en/authors/sebastian-riedel/) ×2 - [Douwe Kiela](https://md.research.elamur.ai/free/en/authors/douwe-kiela/) - [Ethan Perez](https://md.research.elamur.ai/free/en/authors/ethan-perez/) - [Fabio Petroni](https://md.research.elamur.ai/free/en/authors/fabio-petroni/) - [Mike Lewis](https://md.research.elamur.ai/free/en/authors/mike-lewis/) - [Naman Goyal](https://md.research.elamur.ai/free/en/authors/naman-goyal/) - [Pasquale Minervini](https://md.research.elamur.ai/free/en/authors/pasquale-minervini/) - [Pontus Stenetorp](https://md.research.elamur.ai/free/en/authors/pontus-stenetorp/) - [Tim Rocktäschel](https://md.research.elamur.ai/free/en/authors/tim-rocktaschel/) - [Vladimir Karpukhin](https://md.research.elamur.ai/free/en/authors/vladimir-karpukhin/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2021](https://md.research.elamur.ai/free/en/venues/tacl/2021/) ## Cited by Papers of our library cite their works 3,530 times (of the 149,439 papers whose bibliographies we read); [603 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/heinrich-kuttler/cited-by/). Updated 30 October 2026