--- title: "Traian Rebedea — author profile and papers in our library" description: "Traian Rebedea, Nvidia: 2 papers on Elamur Research (2025–2026), h-index 17 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/traian-rebedea/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/traian-rebedea/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Traian Rebedea # Traian Rebedea Traian Rebedea has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Aishwarya Padmakumar](https://md.research.elamur.ai/free/en/authors/aishwarya-padmakumar/), [Makesh Narsimhan Sreedhar](https://md.research.elamur.ai/free/en/authors/makesh-narsimhan-sreedhar/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5077365712) · [ORCID](https://orcid.org/0000-0002-7255-5537) · [**h-index 17**](https://openalex.org/authors/A5077365712) · [208 works](https://openalex.org/works?filter=author.id:A5077365712) · [1,289 citations](https://openalex.org/works?filter=author.id:A5077365712&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/traian-rebedea/#papers) · [🔗 Cited 128 times in our library](https://md.research.elamur.ai/free/en/authors/traian-rebedea/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7693](https://md.research.elamur.ai/free/en/paper-stars/page/77/#star-7693) 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=Traian+Rebedea) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Traian+Rebedea) · [dblp](https://dblp.org/search?q=Traian+Rebedea) · [ACL Anthology](https://aclanthology.org/search/?q=Traian+Rebedea) ## Affiliations [🎓**Universitatea Națională de Știință și Tehnologie Politehnica București** Bucharest · Romania 2008–2026 · 143 papers*current*](https://md.research.elamur.ai/free/en/universities/universitatea-nationala-de-stiinta-si-tehnologie-politehnica-bucuresti/) · [🏢**Nvidia** Santa Clara · United States 2023–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/companies/nvidia/) · [🏢**Nvidia** Reading · United Kingdom 2023–2025 · 5 papers](https://md.research.elamur.ai/free/en/companies/nvidia-united-kingdom/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](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/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/traian-rebedea/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/traian-rebedea/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails](https://md.research.elamur.ai/free/en/papers/ghosh-2025-aegis2-0-diverse-ai-safety/)** *(2025 · 53 citations)* Content moderation for LLMs needs openly licensed, human-labeled training data that covers many kinds of harm. 2. **[Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering](https://md.research.elamur.ai/free/en/papers/negoita-2026-improving-romanian-llm-pretraining-data/)** *(2026 · 2 citations)* Romanian is poorly represented in large multilingual web corpora, and existing Romanian datasets (CulturaX, FuLG, HPLT, FineWeb2) are cleaned only with simple heuristics such as n-gram statistics or text length, without any higher-level quality assessment. ## All works 6 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. **[NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails ↗](https://aclanthology.org/2023.emnlp-demo.40/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yet**Traian Rebedea et al.*2023 · 199 citations* 2. **[AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails](https://md.research.elamur.ai/free/en/papers/ghosh-2025-aegis2-0-diverse-ai-safety/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Shaona Ghosh, Prasoon Varshney, Makesh Narsimhan Sreedhar, et al.*2025 · 53 citations* 3. **[jurBERT: A Romanian BERT Model for Legal Judgement Prediction ↗](https://aclanthology.org/2021.nllp-1.8/) Proceedings of the Natural Legal Language Processing Workshop 2021 · no summary yet**Mihai Masala et al.*2021 · 45 citations* 4. **[Neural Paraphrase Generation using Transfer Learning ↗](https://aclanthology.org/W17-3542/) Proceedings of the 10th International Conference on Natural Language Generation · no summary yet**Florin Brad, Traian Rebedea*2017 · 13 citations* 5. **[Improving Legal Judgement Prediction in Romanian with Long Text Encoders ↗](https://aclanthology.org/2024.sigul-1.16/) Proceedings of the 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages @ LREC-COLING 2024 · no summary yet**Mihai Masala, Traian Rebedea, Horia Velicu*2024 · 8 citations* 6. **[Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering](https://md.research.elamur.ai/free/en/papers/negoita-2026-improving-romanian-llm-pretraining-data/) [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/)**Vlad-Andrei Negoiță, Mihai Masala, Traian Rebedea*2026 · 2 citations* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Aishwarya Padmakumar](https://md.research.elamur.ai/free/en/authors/aishwarya-padmakumar/) - [Makesh Narsimhan Sreedhar](https://md.research.elamur.ai/free/en/authors/makesh-narsimhan-sreedhar/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/): [Workshop on Language Models for Low-Resource Languages 2026](https://md.research.elamur.ai/free/en/venues/loreslm/2026/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) - Proceedings of the 10th International Conference on Natural Language Generation - Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations - Proceedings of the 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages @ LREC-COLING 2024 - Proceedings of the Natural Legal Language Processing Workshop 2021 ## Cited by Papers of our library cite their works 128 times (of the 149,439 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/traian-rebedea/cited-by/). Updated 31 October 2026