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Alessandro Stolfo

Alessandro Stolfo has 2 papers in our library, in 2023, most of them on Language models & pretraining, Reasoning; often with Kumar Shridhar, Mrinmaya Sachan, Bernhard Schölkopf.

2 papers in our library · 2023

OpenAlex · h-index 8 · 34 works · 228 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 384 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4283

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓ETH ZurichZurich · Switzerland2022–2026 · 20 paperscurrent

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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 2 works

 Works by year

2020s

20232 papersAlessandro Stolfo's papers of 2023

 Papers

The most cited first (OpenAlex and our library).

  1. Distilling Reasoning Capabilities into Smaller Language Models (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 (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 ModelsKumar Shridhar, Alessandro Stolfo, Mrinmaya SachanFindings of the Association for Computational Linguistics · 217 citations
  2. A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language ModelsAlessandro Stolfo, Zhijing Jin, Kumar Shridhar, et al.Annual Meeting of the Association for Computational Linguistics (ACL) · 65 citations
  3. Longtonotes: OntoNotes with Longer Coreference Chains · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: EACL 2023Kumar Shridhar et al.2023 · 7 citations

 Co-authors here

4 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

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