🧑‍🔬 Traian Rebedea

🏛️ Affiliations

🎓Universitatea Națională de Știință și Tehnologie Politehnica BucureștiBucharest · Romania2008–2026 · 143 paperscurrent🏢NvidiaSanta Clara · United States2023–2026 · 10 paperscurrent🏢NvidiaReading · United Kingdom2023–2025 · 5 papers

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.

📅 Works by year

2020s

📄 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 (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 (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 ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetTraian Rebedea et al.2023 · 199 citations
2. AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM GuardrailsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shaona Ghosh, Prasoon Varshney, Makesh Narsimhan Sreedhar, et al.2025 · 53 citations
3. jurBERT: A Romanian BERT Model for Legal Judgement Prediction ↗Proceedings of the Natural Legal Language Processing Workshop 2021 · no summary yetMihai Masala et al.2021 · 45 citations
4. Neural Paraphrase Generation using Transfer Learning ↗Proceedings of the 10th International Conference on Natural Language Generation · no summary yetFlorin Brad, Traian Rebedea2017 · 13 citations
5. Improving Legal Judgement Prediction in Romanian with Long Text Encoders ↗Proceedings of the 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages @ LREC-COLING 2024 · no summary yetMihai Masala, Traian Rebedea, Horia Velicu2024 · 8 citations
6. Improving Romanian LLM Pretraining Data using Diversity and Quality FilteringWorkshop on Language Models for Low-Resource LanguagesVlad-Andrei Negoiță, Mihai Masala, Traian Rebedea2026 · 2 citations

🤝 Co-authors here

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

• Aishwarya Padmakumar
• 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: Workshop on Language Models for Low-Resource Languages 2026
• Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): 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 →.

Updated 31 October 2026

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