--- title: "Guy Rotman — author profile and papers — Elamur Research" description: "Guy Rotman: 2 papers on Elamur Research (2022–2026), h-index 5 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/guy-rotman/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/guy-rotman/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Guy Rotman # Guy Rotman Guy Rotman has 2 papers in our library, in 2022–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Roi Reichart](https://md.research.elamur.ai/free/en/authors/roi-reichart/). 2 papers in our library · 2022–2026 [OpenAlex](https://openalex.org/A5044349276) · [**h-index 5**](https://openalex.org/authors/A5044349276) · [18 works](https://openalex.org/works?filter=author.id:A5044349276) · [93 citations](https://openalex.org/works?filter=author.id:A5044349276&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/guy-rotman/#papers) · 🔗 Cited 11 times in our library · [⭐ Paper Stars ranking: #8472](https://md.research.elamur.ai/free/en/paper-stars/page/85/#star-8472) 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=Guy+Rotman) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Guy+Rotman) · [dblp](https://dblp.org/search?q=Guy+Rotman) · [ACL Anthology](https://aclanthology.org/search/?q=Guy+Rotman) ## Affiliations [🎓**Technion – Israel Institute of Technology** Haifa · Israel 2018–2022 · 10 papers](https://md.research.elamur.ai/free/en/universities/technion-israel-institute-of-technology/) 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 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 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/guy-rotman/year/2026/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/guy-rotman/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Multi-task Active Learning for Pre-trained Transformer-based Models](https://md.research.elamur.ai/free/en/papers/rotman-2022-multi-task-active-learning-pre/)** *(2022 · 30 citations)* Multi-task learning lets a single model draw on several annotation layers over the same text. Labeling one corpus under multiple schemes, however, is slow and expensive. Active learning (AL) lowers labeling cost by repeatedly picking the unlabeled examples most useful to the model. Its multi-task form (MT-AL) had not… 2. **[Distilling Examples into Task Instructions: Enhanced In-Context Learning for Real-World B2B Conversations](https://md.research.elamur.ai/free/en/papers/rotman-2026-distilling-examples-into-task-instructions/)** *(2026)* Few-shot in-context learning (ICL) struggles with long, multi-party B2B sales conversations. Each concatenated example adds hundreds of tokens, and performance drops as the prompt grows. The authors from Gong.io build the Call Playbook dataset from 50 real English sales calls lasting 30–90 minutes. They annotate it… ## Co-authors here 1 co-author with a page, the most papers together first. - [Roi Reichart](https://md.research.elamur.ai/free/en/authors/roi-reichart/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [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) 2022](https://md.research.elamur.ai/free/en/venues/tacl/2022/) ## Cited by Papers of our library cite their works 11 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026