--- title: "Paul Roit · Bar-Ilan University — author profile and papers" description: "Paul Roit, Bar-Ilan University: 3 papers on Elamur Research (2020–2026), h-index 7 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/paul-roit/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/paul-roit/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Paul Roit # Paul Roit Paul Roit has 3 papers in our library, in 2020–2026, most of them on [Semantic role labeling](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/); often with [Ido Dagan](https://md.research.elamur.ai/free/en/authors/ido-dagan/), [Roee Aharoni](https://md.research.elamur.ai/free/en/authors/roee-aharoni/), [Arie Cattan](https://md.research.elamur.ai/free/en/authors/arie-cattan/). 3 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5001464840) · [**h-index 7**](https://openalex.org/authors/A5001464840) · [28 works](https://openalex.org/works?filter=author.id:A5001464840) · [184 citations](https://openalex.org/works?filter=author.id:A5001464840&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/paul-roit/#papers) · [🔗 Cited 98 times in our library](https://md.research.elamur.ai/free/en/authors/paul-roit/cited-by/) · [⭐ Paper Stars ranking: #6914](https://md.research.elamur.ai/free/en/paper-stars/page/70/#star-6914) 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=Paul+Roit) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Paul+Roit) · [dblp](https://dblp.org/search?q=Paul+Roit) · [ACL Anthology](https://aclanthology.org/search/?q=Paul+Roit) ## Affiliations [🎓**Bar-Ilan University** Ramat Gan · Israel 2019–2026 · 24 papers*current*](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/) · [🏢**Google** Haifa · Israel 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/google-israel/) · [🏢**Google** Mountain View · United States 2023 · 2 papers](https://md.research.elamur.ai/free/en/companies/google/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 6 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Semantic role labeling · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/paul-roit/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/paul-roit/year/2023/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/paul-roit/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Controlled Crowdsourcing for High-Quality QA-SRL Annotation](https://md.research.elamur.ai/free/en/papers/roit-2020-controlled-crowdsourcing-high-quality-qa/)** *(2020 · 86 citations)* The paper shows that the crowdsourced QA-SRL data of 2018 has low coverage, with an estimated recall in the low 70s, and proposes a controlled protocol to fix it. 2. **[Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback](https://md.research.elamur.ai/free/en/papers/roit-2023-factually-consistent-summarization-reinforcement-learning/)** *(2023 · 70 citations)* Abstractive summarizers often produce statements that their source article does not support or even contradicts. 3. **[Localizing Factual Inconsistencies in Attributable Text Generation](https://md.research.elamur.ai/free/en/papers/cattan-2026-localizing-factual-inconsistencies-attributable-text/)** *(2026 · 7 citations)* LLM outputs that should be grounded in a reference document, such as summaries, open-book answers or cited responses, still contain hallucinations. ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Ido Dagan](https://md.research.elamur.ai/free/en/authors/ido-dagan/) ×2 - [Roee Aharoni](https://md.research.elamur.ai/free/en/authors/roee-aharoni/) ×2 - [Arie Cattan](https://md.research.elamur.ai/free/en/authors/arie-cattan/) - [Ayal Klein](https://md.research.elamur.ai/free/en/authors/ayal-klein/) - [Daniela Stepanov](https://md.research.elamur.ai/free/en/authors/daniela-stepanov/) - [David Wan](https://md.research.elamur.ai/free/en/authors/david-wan/) - [Gabriel Stanovsky](https://md.research.elamur.ai/free/en/authors/gabriel-stanovsky/) - [Idan Szpektor](https://md.research.elamur.ai/free/en/authors/idan-szpektor/) - [Jonathan Mamou](https://md.research.elamur.ai/free/en/authors/jonathan-mamou/) - [Julian Michael](https://md.research.elamur.ai/free/en/authors/julian-michael/) - [Luke Zettlemoyer](https://md.research.elamur.ai/free/en/authors/luke-zettlemoyer/) - [Matthieu Geist](https://md.research.elamur.ai/free/en/authors/matthieu-geist/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/), [ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - [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) 2026](https://md.research.elamur.ai/free/en/venues/tacl/2026/) ## Cited by Papers of our library cite their works 98 times (of the 149,439 papers whose bibliographies we read); [15 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/paul-roit/cited-by/). Updated 30 October 2026