--- title: "Giulia Rambelli — author profile and papers" description: "Giulia Rambelli, Aix-Marseille Université: 2 papers on Elamur Research (2019–2023), h-index 6 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/giulia-rambelli/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/giulia-rambelli/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Giulia Rambelli # Giulia Rambelli Giulia Rambelli has 2 papers in our library, in 2019–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Idioms & multiword expressions](https://md.research.elamur.ai/free/en/topics/multiword-expressions/); often with [Alessandro Lenci](https://md.research.elamur.ai/free/en/authors/alessandro-lenci/), [Emmanuele Chersoni](https://md.research.elamur.ai/free/en/authors/emmanuele-chersoni/), [Philippe Blache](https://md.research.elamur.ai/free/en/authors/philippe-blache/). 2 papers in our library · 2019–2023 [OpenAlex](https://openalex.org/A5084087443) · [ORCID](https://orcid.org/0000-0003-3379-6941) · [**h-index 6**](https://openalex.org/authors/A5084087443) · [56 works](https://openalex.org/works?filter=author.id:A5084087443) · [128 citations](https://openalex.org/works?filter=author.id:A5084087443&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/giulia-rambelli/#papers) · [🔗 16 citations in our library](https://md.research.elamur.ai/free/en/authors/giulia-rambelli/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Star rank #4659](https://md.research.elamur.ai/free/en/paper-stars/page/47/#star-4659) 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=Giulia+Rambelli) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Giulia+Rambelli) · [dblp](https://dblp.org/search?q=Giulia+Rambelli) · [ACL Anthology](https://aclanthology.org/search/?q=Giulia+Rambelli) ## Affiliations [🎓**University of Bologna** Bologna · Italy 2022–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-bologna/) · [🎓**Aix-Marseille Université** Marseille · France 2020–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/aix-marseille-universite/) · [🎓**University of Pisa** Pisa · Italy 2016–2024 · 13 papers](https://md.research.elamur.ai/free/en/universities/university-of-pisa/) · [🔬**Laboratoire Parole et Langage** Aix-en-Provence · France 2019–2022 · 2 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-parole-et-langage/) 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. ## Topics [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Idioms & multiword expressions (1)](https://md.research.elamur.ai/free/en/topics/multiword-expressions/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/papers/rambelli-2023-are-frequent-phrases-directly-retrieved/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/papers/rambelli-2019-distributional-semantics-meets-construction-grammar/) ## Papers The most cited first (OpenAlex and our library). 1. **[Are Frequent Phrases Directly Retrieved like Idioms? An Investigation with Self-Paced Reading and Language Models](https://md.research.elamur.ai/free/en/papers/rambelli-2023-are-frequent-phrases-directly-retrieved/)** *(2023 · 11 citations)* The paper asks whether frequent but fully compositional word sequences are handled like idioms in comprehension, meaning retrieved as stored units rather than assembled word by word. 2. **[Distributional Semantics Meets Construction Grammar. towards a Unified Usage-Based Model of Grammar and Meaning](https://md.research.elamur.ai/free/en/papers/rambelli-2019-distributional-semantics-meets-construction-grammar/)** *(2019 · 9 citations)* Construction Grammar (CxG) views language as a set of form–meaning pairs that emerge from actual usage. However, the semantics of constructions in CxG is usually described manually, for instance with frames in the spirit of Frame Semantics. Distributional Semantics (DS) derives meaning from corpus data but does not… ## Also in our library 2 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 4 co-authors with a page, the most papers together first. - [Alessandro Lenci](https://md.research.elamur.ai/free/en/authors/alessandro-lenci/) ×2 - [Emmanuele Chersoni](https://md.research.elamur.ai/free/en/authors/emmanuele-chersoni/) ×2 - [Philippe Blache](https://md.research.elamur.ai/free/en/authors/philippe-blache/) ×2 - [Chu-Ren Huang](https://md.research.elamur.ai/free/en/authors/chu-ren-huang/) ## Cited by Papers of our library cite their works 16 times (of the 140,884 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/giulia-rambelli/cited-by/).