--- title: "Ori Shapira · Reichman University — author profile and papers" description: "Ori Shapira, Reichman University: 2 papers on Elamur Research (2019–2021), h-index 10 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/ori-shapira/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ori-shapira/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ori Shapira # Ori Shapira Ori Shapira has 2 papers in our library, in 2019–2021, most of them on [Hebrew & Aramaic](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/), [Modern Hebrew](https://md.research.elamur.ai/free/en/topics/modern-hebrew/); often with [Christian M. Meyer](https://md.research.elamur.ai/free/en/authors/christian-m-meyer/), [Ido Dagan](https://md.research.elamur.ai/free/en/authors/ido-dagan/), [Iryna Gurevych](https://md.research.elamur.ai/free/en/authors/iryna-gurevych/). 2 papers in our library · 2019–2021 [OpenAlex](https://openalex.org/A5036417288) · [**h-index 10**](https://openalex.org/authors/A5036417288) · [55 works](https://openalex.org/works?filter=author.id:A5036417288) · [353 citations](https://openalex.org/works?filter=author.id:A5036417288&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ori-shapira/#papers) · [🔗 Cited 60 times in our library](https://md.research.elamur.ai/free/en/authors/ori-shapira/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4942](https://md.research.elamur.ai/free/en/paper-stars/page/50/#star-4942) 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=Ori+Shapira) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ori+Shapira) · [dblp](https://dblp.org/search?q=Ori+Shapira) · [ACL Anthology](https://aclanthology.org/search/?q=Ori+Shapira) ## Affiliations [🎓**Reichman University** Herzliya · Israel 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/reichman-university/) · [🎓**Bar-Ilan University** Ramat Gan · Israel 2017–2023 · 18 papers](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/) · [🏢**Amazon** Seattle · United States 2022–2024 · 9 papers](https://md.research.elamur.ai/free/en/companies/amazon/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) 🧭 Topics 3 Research subjects and languages the work is about.[Hebrew & Aramaic · 1 work](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Modern Hebrew · 1 work](https://md.research.elamur.ai/free/en/topics/modern-hebrew/) · [Semitic languages · 1 work](https://md.research.elamur.ai/free/en/topics/semitic-languages/) ## Works by year ### 2020s [**2021** 1 paper Ori Shapira's papers of 2021](https://md.research.elamur.ai/free/en/papers/shapira-2021-hebrew-psychological-lexicons/) ### 2010s [**2019** 1 paper Ori Shapira's papers of 2019](https://md.research.elamur.ai/free/en/papers/bohm-2019-better-rewards-yield-better-summaries/) ## Papers The most cited first (OpenAlex and our library). 1. **[Better Rewards Yield Better Summaries: Learning to Summarise Without References](https://md.research.elamur.ai/free/en/papers/bohm-2019-better-rewards-yield-better-summaries/)** *(2019 · 123 citations)* RL-based summarisers usually optimise ROUGE. ROUGE ranks whole systems reasonably well, but it is weak at telling a strong individual summary from a mediocre one, and it needs reference summaries. The authors replace it with a reward learned directly from human judgements. They use the ratings collected by Chaganty… 2. **[Hebrew Psychological Lexicons](https://md.research.elamur.ai/free/en/papers/shapira-2021-hebrew-psychological-lexicons/)** *(2021 · 9 citations)* The authors build a set of Hebrew psychological lexicons (2018–2021) for the analysis of psychotherapy sessions, because no validated Hebrew psycholinguistic lexicon existed. ## All works 3 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. **[Better Rewards Yield Better Summaries: Learning to Summarise Without References](https://md.research.elamur.ai/free/en/papers/bohm-2019-better-rewards-yield-better-summaries/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Florian Böhm, Yang Gao, Christian M. Meyer, et al.*2019 · 123 citations* 2. [**Hebrew Psychological Lexicons**Natalie Shapira, Dana Atzil-Slonim, Daniel Juravski, et al.*Modern Hebrew · 9 citations*](https://md.research.elamur.ai/free/en/papers/shapira-2021-hebrew-psychological-lexicons/) 3. **[The Overlooked Role of Graded Relevance Thresholds in Multilingual Dense Retrieval ↗](https://aclanthology.org/2026.findings-acl.382/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Tomer Wullach, Ori Shapira, Amir David Nissan Cohen*2026* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Christian M. Meyer](https://md.research.elamur.ai/free/en/authors/christian-m-meyer/) - [Ido Dagan](https://md.research.elamur.ai/free/en/authors/ido-dagan/) - [Iryna Gurevych](https://md.research.elamur.ai/free/en/authors/iryna-gurevych/) - [Yang Gao](https://md.research.elamur.ai/free/en/authors/yang-gao/) - [Yoav Goldberg](https://md.research.elamur.ai/free/en/authors/yoav-goldberg/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/) - Findings of the Association for Computational Linguistics: ACL 2026 - Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access ## Cited by Papers of our library cite their works 60 times (of the 141,840 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ori-shapira/cited-by/). Updated 24 October 2026