--- title: "Alessandro Stolfo · ETH Zurich — author profile and papers" description: "Alessandro Stolfo, ETH Zurich: 2 papers on Elamur Research (2023), h-index 8 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/alessandro-stolfo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/alessandro-stolfo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Alessandro Stolfo # Alessandro Stolfo Alessandro Stolfo has 2 papers in our library, in 2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Kumar Shridhar](https://md.research.elamur.ai/free/en/authors/kumar-shridhar/), [Mrinmaya Sachan](https://md.research.elamur.ai/free/en/authors/mrinmaya-sachan/), [Bernhard Schölkopf](https://md.research.elamur.ai/free/en/authors/bernhard-scholkopf/). 2 papers in our library · 2023 [OpenAlex](https://openalex.org/A5067263653) · [**h-index 8**](https://openalex.org/authors/A5067263653) · [34 works](https://openalex.org/works?filter=author.id:A5067263653) · [228 citations](https://openalex.org/works?filter=author.id:A5067263653&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/alessandro-stolfo/#papers) · [🔗 Cited 384 times in our library](https://md.research.elamur.ai/free/en/authors/alessandro-stolfo/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4283](https://md.research.elamur.ai/free/en/paper-stars/page/43/#star-4283) 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=Alessandro+Stolfo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Alessandro+Stolfo) · [dblp](https://dblp.org/search?q=Alessandro+Stolfo) · [ACL Anthology](https://aclanthology.org/search/?q=Alessandro+Stolfo) ## Affiliations [🎓**ETH Zurich** Zurich · Switzerland 2022–2026 · 20 papers*current*](https://md.research.elamur.ai/free/en/universities/eth-zurich/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 4 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/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2023** 2 papers Alessandro Stolfo's papers of 2023](https://md.research.elamur.ai/free/en/authors/alessandro-stolfo/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Distilling Reasoning Capabilities into Smaller Language Models](https://md.research.elamur.ai/free/en/papers/shridhar-2023-distilling-reasoning-capabilities-into-smaller/)** *(2023 · 217 citations)* Chain-of-thought (CoT) prompting helps language models solve multi-step problems, but it mostly works only in models with hundreds of billions of parameters. 2. **[A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models](https://md.research.elamur.ai/free/en/papers/stolfo-2023-causal-framework-quantify-robustness-mathematical/)** *(2023 · 65 citations)* Large language models perform well on math benchmarks, but it is unclear whether they truly reason or exploit superficial cues in problem wording. ## 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. **[Distilling Reasoning Capabilities into Smaller Language Models](https://md.research.elamur.ai/free/en/papers/shridhar-2023-distilling-reasoning-capabilities-into-smaller/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Kumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan*2023 · 217 citations* 2. **[A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models](https://md.research.elamur.ai/free/en/papers/stolfo-2023-causal-framework-quantify-robustness-mathematical/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, et al.*2023 · 65 citations* 3. **[Longtonotes: OntoNotes with Longer Coreference Chains](https://aclanthology.org/2023.findings-eacl.105/) Findings of the Association for Computational Linguistics: EACL 2023 · original ↗ · no summary yet**Kumar Shridhar et al.*2023 · 7 citations* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Kumar Shridhar](https://md.research.elamur.ai/free/en/authors/kumar-shridhar/) ×2 - [Mrinmaya Sachan](https://md.research.elamur.ai/free/en/authors/mrinmaya-sachan/) ×2 - [Bernhard Schölkopf](https://md.research.elamur.ai/free/en/authors/bernhard-scholkopf/) - [Zhijing Jin](https://md.research.elamur.ai/free/en/authors/zhijing-jin/) ## 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/): [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/) - [Nature](https://md.research.elamur.ai/free/en/venues/nature/) - Findings of the Association for Computational Linguistics: EACL 2023 ## Cited by Papers of our library cite their works 384 times (of the 141,840 papers whose bibliographies we read); [46 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/alessandro-stolfo/cited-by/). Updated 24 October 2026